Synthèse par année

Année	#Papiers	#Signatures	#Signatures/papier	#Papiers écrits seuls	#Nouveaux auteurs	#Auteurs	#Nouveaux auteurs/#auteurs	#Complètement nouveaux auteurs	#Complètement nouveaux auteurs/#auteurs	#Hommes	% extrapolé d'hommes	#Femmes	% extrapolé de femmes	#Epicènes	#Genre inconnu	#Signatures Hommes	% extrapolé de signatures hommes	#Signatures Femmes	% extrapolé de signatures femmes	#Signatures Epicènes	#Signatures Genre inconnu
1990	236	641	2.716	41	529	529	1.000	529	1.000	250	0.909	25	0.091	17	237	323	0.902	35	0.098	25	258
1991	292	705	2.414	53	397	585	0.679	397	0.679	281	0.934	20	0.066	17	267	363	0.945	21	0.055	25	296
1992	249	642	2.578	40	366	557	0.657	310	0.557	273	0.919	24	0.081	22	238	335	0.920	29	0.080	25	253
1993	217	590	2.719	27	349	501	0.697	261	0.521	242	0.880	33	0.120	24	202	301	0.883	40	0.117	28	221
1994	255	710	2.784	28	451	617	0.731	324	0.525	312	0.915	29	0.085	28	248	379	0.920	33	0.080	31	267
1995	297	787	2.650	47	491	673	0.730	348	0.517	317	0.893	38	0.107	33	285	396	0.898	45	0.102	37	309
1996	297	828	2.788	25	486	694	0.700	343	0.494	336	0.889	42	0.111	37	279	427	0.890	53	0.110	45	303
1997	374	1023	2.735	45	621	857	0.725	441	0.515	465	0.908	47	0.092	33	312	585	0.917	53	0.083	45	340
1998	328	869	2.649	42	509	742	0.686	369	0.497	392	0.905	41	0.095	31	278	480	0.914	45	0.086	40	304
1999	281	791	2.815	38	510	699	0.730	337	0.482	339	0.897	39	0.103	27	294	416	0.908	42	0.092	31	302
2000	318	845	2.657	39	553	724	0.764	358	0.494	419	0.911	41	0.089	26	238	499	0.909	50	0.091	29	267
2001	299	897	3.000	26	533	740	0.720	353	0.477	376	0.906	39	0.094	32	293	479	0.907	49	0.093	40	329
2002	354	905	2.556	29	739	834	0.886	638	0.765	386	0.937	26	0.063	36	386	416	0.935	29	0.065	40	420
2003	393	1179	3.000	26	836	955	0.875	503	0.527	499	0.897	57	0.103	61	338	643	0.898	73	0.102	68	395
2004	395	1158	2.932	25	653	935	0.698	435	0.465	475	0.921	41	0.079	54	365	611	0.917	55	0.083	65	427
2005	381	1155	3.031	18	647	941	0.688	424	0.451	481	0.897	55	0.103	52	353	626	0.899	70	0.101	66	393
2006	435	1376	3.163	23	780	1116	0.699	498	0.446	562	0.892	68	0.108	70	416	744	0.899	84	0.101	83	465
2007	369	1237	3.352	16	615	979	0.628	376	0.384	509	0.895	60	0.105	69	341	681	0.895	80	0.105	91	385
2008	414	1290	3.116	17	691	1017	0.679	409	0.402	538	0.907	55	0.093	65	359	728	0.917	66	0.083	93	403
2009	394	1341	3.404	14	651	1007	0.646	376	0.373	557	0.907	57	0.093	60	333	784	0.910	78	0.090	86	393
2010	423	1356	3.206	20	650	1001	0.649	356	0.356	556	0.900	62	0.100	48	335	816	0.911	80	0.089	73	387
2011	458	1519	3.317	14	694	1071	0.648	391	0.365	590	0.891	72	0.109	61	348	909	0.908	92	0.092	85	433
2012	409	1410	3.447	17	633	1032	0.613	373	0.361	590	0.910	58	0.090	54	330	867	0.916	79	0.084	70	394
2013	577	1989	3.447	15	942	1354	0.696	579	0.428	704	0.880	96	0.120	73	481	1143	0.896	133	0.104	109	604
2014	577	1969	3.412	15	904	1411	0.641	599	0.425	710	0.895	83	0.105	65	553	1094	0.900	122	0.100	98	655
2015	796	2691	3.381	24	1544	1986	0.777	1196	0.602	1239	0.893	148	0.107	128	471	1739	0.904	185	0.096	178	589
Total	9818	29903	3.046	724

Caractéristiques des auteurs

nb d'auteurs différents= 11523

pour un auteur, nb de collaborateurs différents en moyenne= 5.553

pour un auteur, nb de signatures en moyenne= 2.595

maxDegré= nb de collaborateurs différents maximum= 119

degré moyen= 5.553 avec un écart-type de 8.183

Scores de collaboration: top-200 des auteurs ordonné par centralité harmonique:

	indice de centralité de proximité (closeness centrality)									indice de centralité de degré (degree centrality)			indice de centralité d'intermédiarité (betweenness centrality)			indice hybride composite			distance moyenne		données brutes
nom de l'auteur	centralité harmonique	norme sur le premier	rang	centralité harmonique pondérée par les collaborations	norme sur le premier	rang	centralité harmonique pondérée par les articles	norme sur le premier	rang	indice	norme sur le premier	rang	indice	norme sur le premier	rang	indice	norme sur le premier	rang	distance moyenne dans la composante	rang dans la composante	nb de collaborations	rang	nb de collaborateurs différents	rang	nb d'articles écrits seul	rang	nb total d'articles (= nb de signatures)	rang	score d'invention	rang	nb de références	rang
Chin Hui P Lee	2521.140	1.000	1	385734.454	0.586	19	143704.993	0.639	9	0.782	0.782	12	0.000	0.000	0	0.690	0.868	6	3.739	1	153	25	93	12	0	559	57	12	25.453	3	112	37
Shrikanth S Narayanan	2498.244	0.991	2	547115.401	0.831	3	224841.946	1.000	1	0.992	0.992	2	0.000	0.000	0	0.562	0.707	22	3.783	2	219	3	118	2	0	559	90	2	1.700	799	68	86
Li Deng	2487.408	0.987	3	527330.513	0.801	4	171631.158	0.763	6	0.924	0.924	4	0.000	0.000	0	0.745	0.937	2	3.795	4	212	5	110	4	1	113	69	6	19.097	6	205	13
Richard C Rose	2487.161	0.987	4	412868.709	0.627	14	116896.562	0.520	20	0.815	0.815	8	0.000	0.000	0	0.615	0.773	14	3.787	3	166	18	97	8	1	113	47	24	13.681	28	169	18
Hynek Hermansky	2477.985	0.983	5	468339.177	0.712	9	121421.268	0.540	16	0.992	0.992	2	0.000	0.000	0	0.668	0.840	9	3.811	5	189	11	118	2	1	113	49	22	14.234	22	225	8
Sanjeev Khudanpur	2470.512	0.980	6	471867.808	0.717	8	79056.387	0.352	50	1.000	1.000	1	0.000	0.000	0	0.407	0.512	58	3.829	7	191	9	119	1	0	559	32	57	1.475	909	79	73
Frank K Soong	2458.725	0.975	7	405689.655	0.616	16	159817.137	0.711	8	0.849	0.849	7	0.000	0.000	0	0.511	0.643	30	3.841	9	165	19	101	7	0	559	65	8	3.602	426	77	76
Daniel Povey	2450.311	0.972	8	389599.434	0.592	18	98012.436	0.436	30	0.563	0.563	35	0.000	0.000	0	0.575	0.723	17	3.823	6	159	22	67	35	1	113	40	36	0.861	1253	271	3
Mark J F Gales	2449.834	0.972	9	548762.807	0.834	2	195986.717	0.872	2	0.773	0.773	14	0.000	0.000	0	0.739	0.929	3	3.847	10	224	2	92	14	2	31	80	3	9.819	72	253	4
Bhuvana Ramabhadran	2441.789	0.969	10	515217.504	0.783	5	122089.456	0.543	15	0.866	0.866	6	0.000	0.000	0	0.566	0.711	20	3.863	14	211	6	103	6	0	559	50	20	1.224	1015	222	10
Hermann Ney	2436.638	0.966	11	511694.038	0.778	6	192494.424	0.856	3	0.756	0.756	16	0.000	0.000	0	0.735	0.924	4	3.858	12	210	7	90	16	3	13	79	4	12.057	40	231	6
Geoffrey Zweig	2430.266	0.964	12	267329.222	0.406	41	72907.970	0.324	56	0.563	0.563	35	0.000	0.000	0	0.471	0.592	36	3.853	11	110	46	67	35	1	113	30	67	0.863	1249	177	16
Lukáš Burget	2426.153	0.962	13	456116.749	0.693	10	82489.199	0.367	42	0.723	0.723	18	0.000	0.000	0	0.517	0.650	26	3.860	13	188	12	86	18	0	559	34	54	0.775	1332	223	9
Michael L Seltzer	2422.613	0.961	14	222880.411	0.339	56	60565.329	0.269	71	0.521	0.521	40	0.000	0.000	0	0.381	0.479	77	3.833	8	92	70	62	40	0	559	25	88	0.393	1926	87	59
Haizhou Li	2419.396	0.960	15	658075.652	1.000	1	174196.496	0.775	5	0.874	0.874	5	0.000	0.000	0	0.516	0.648	27	3.880	16	272	1	104	5	0	559	72	5	1.164	1044	87	59
Florian Metze	2411.468	0.956	16	318313.724	0.484	33	60286.690	0.268	72	0.765	0.765	15	0.000	0.000	0	0.358	0.450	96	3.894	17	132	36	91	15	0	559	25	88	0.680	1437	57	115
Samuel Thomas	2405.673	0.954	17	344011.210	0.523	27	40896.438	0.182	140	0.655	0.655	20	0.000	0.000	0	0.366	0.460	90	3.897	18	143	31	78	20	0	559	17	181	0.186	2499	100	46
Xiaodong Cui	2403.889	0.953	18	194714.986	0.296	71	50481.663	0.225	101	0.370	0.370	94	0.000	0.000	0	0.339	0.426	132	3.876	15	81	87	44	94	0	559	21	124	0.321	2081	51	129
Mari Ostendorf	2395.448	0.950	19	251522.019	0.382	44	95817.912	0.426	31	0.622	0.622	22	0.000	0.000	0	0.477	0.600	34	3.914	20	105	49	74	22	0	559	40	36	10.711	57	60	105
Philip Charles Woodland	2388.620	0.947	20	427562.913	0.650	12	140928.558	0.627	11	0.605	0.605	26	0.000	0.000	0	0.796	1.000	1	3.942	23	179	13	72	26	1	113	59	10	30.005	2	210	12
Alejandro Acero	2386.062	0.946	21	508231.140	0.772	7	159866.133	0.711	7	0.790	0.790	11	0.000	0.000	0	0.678	0.852	8	3.920	21	213	4	94	11	1	113	67	7	8.007	106	246	5
Lidia Mangu	2373.897	0.942	22	337093.382	0.512	30	61721.323	0.275	67	0.563	0.563	35	0.000	0.000	0	0.414	0.521	54	3.942	24	142	32	67	35	0	559	26	81	0.399	1916	131	25
Dimitra Vergyri	2368.395	0.939	23	236839.547	0.360	49	42631.118	0.190	131	0.563	0.563	35	0.000	0.000	0	0.332	0.418	143	3.961	28	100	58	67	35	1	113	18	161	1.072	1093	50	137
Dong Yu	2367.892	0.939	24	303090.203	0.461	36	89979.904	0.400	36	0.403	0.403	72	0.000	0.000	0	0.494	0.620	32	3.902	19	128	37	48	72	0	559	38	41	0.827	1291	186	15
Yifan Gong	2360.128	0.936	25	231292.497	0.351	51	89684.846	0.399	37	0.378	0.378	86	0.000	0.000	0	0.436	0.548	47	3.924	22	98	59	45	86	2	31	38	41	4.304	324	81	72
Tanja Schultz	2358.110	0.935	26	370223.218	0.563	22	108473.045	0.482	23	0.798	0.798	9	0.000	0.000	0	0.477	0.599	35	3.981	32	157	23	95	9	0	559	46	26	5.673	210	92	51
Hagen Soltau	2357.410	0.935	27	207452.054	0.315	68	49505.604	0.220	104	0.328	0.328	126	0.000	0.000	0	0.383	0.481	74	3.953	25	88	72	39	126	0	559	21	124	0.586	1563	109	39
William J Byrne	2352.246	0.933	28	143487.022	0.218	124	42340.433	0.188	133	0.445	0.445	61	0.000	0.000	0	0.324	0.407	158	3.969	29	61	146	53	61	0	559	18	161	2.012	717	32	232
Shinji Watanabe	2350.251	0.932	29	220923.559	0.336	58	84609.022	0.376	40	0.429	0.429	65	0.000	0.000	0	0.377	0.474	83	3.955	26	94	67	51	65	0	559	36	50	0.424	1867	53	122
Jean-Luc Gauvain	2344.272	0.930	30	349296.536	0.531	24	112525.059	0.500	22	0.580	0.580	32	0.000	0.000	0	0.566	0.711	18	3.990	34	149	27	69	32	0	559	48	23	15.112	19	108	40
Jing Zheng	2341.906	0.929	31	201403.897	0.306	70	30444.775	0.135	233	0.496	0.496	49	0.000	0.000	0	0.292	0.367	238	3.978	31	86	77	59	49	0	559	13	298	0.361	2002	27	294
Olivier Siohan	2341.385	0.929	32	103020.947	0.157	212	39803.548	0.177	147	0.303	0.303	147	0.000	0.000	0	0.339	0.426	133	3.960	27	44	268	36	147	2	31	17	181	4.738	282	30	255
Simon King	2340.760	0.928	33	229394.452	0.349	52	58518.993	0.260	78	0.513	0.513	42	0.000	0.000	0	0.368	0.463	88	3.974	30	98	59	61	42	0	559	25	88	0.255	2256	82	71
Satoshi Nakamura	2338.550	0.928	34	346105.428	0.526	25	126281.710	0.562	13	0.706	0.706	19	0.000	0.000	0	0.426	0.536	49	4.016	41	148	28	84	19	0	559	54	15	2.294	658	36	203
Abhinav Sethy	2333.669	0.926	35	254369.908	0.387	43	51340.715	0.228	95	0.496	0.496	49	0.000	0.000	0	0.337	0.423	139	4.011	39	109	47	59	49	0	559	22	119	0.331	2060	53	122
Alan W Black	2330.237	0.924	36	153795.621	0.234	107	60586.154	0.269	70	0.403	0.403	72	0.000	0.000	0	0.421	0.529	51	4.007	37	66	128	48	72	0	559	26	81	0.695	1427	142	22
Qin Jin	2324.181	0.922	37	162692.677	0.247	100	32538.535	0.145	205	0.454	0.454	58	0.000	0.000	0	0.320	0.402	164	4.005	36	70	112	54	58	0	559	14	259	0.311	2106	61	102
Ralf Schlüter	2323.916	0.922	38	376474.401	0.572	21	106900.138	0.475	26	0.521	0.521	40	0.000	0.000	0	0.460	0.578	41	4.023	43	162	20	62	40	0	559	46	26	0.837	1279	121	30
Kaisheng Yao	2320.727	0.921	39	143885.060	0.219	123	44093.809	0.196	127	0.336	0.336	114	0.000	0.000	0	0.442	0.556	44	3.984	33	62	140	40	114	0	559	19	147	16.877	11	39	188
Richard M Schwartz	2316.255	0.919	40	403028.368	0.612	17	99598.965	0.443	29	0.782	0.782	12	0.000	0.000	0	0.565	0.710	21	4.060	51	174	16	93	12	0	559	43	32	16.788	12	111	38
Nelson Morgan	2315.632	0.918	41	238510.126	0.362	48	71784.601	0.319	58	0.504	0.504	44	0.000	0.000	0	0.518	0.651	25	4.030	45	103	52	60	44	0	559	31	60	13.816	26	122	28
Brian E D Kingsbury	2314.843	0.918	42	280095.965	0.426	38	71760.123	0.319	59	0.336	0.336	114	0.000	0.000	0	0.578	0.727	15	4.021	42	121	40	40	114	1	113	31	60	1.785	778	314	1
George Saon	2314.791	0.918	43	219905.117	0.334	59	53240.186	0.237	90	0.378	0.378	86	0.000	0.000	0	0.437	0.550	46	4.008	38	95	64	45	86	1	113	23	108	0.784	1322	174	17
Biing-Hwang Fred Juang	2310.642	0.917	44	235685.509	0.358	50	115532.112	0.514	21	0.429	0.429	65	0.000	0.000	0	0.556	0.699	23	4.013	40	102	53	51	65	0	559	50	20	16.733	13	77	76
Aaron E Rosenberg	2309.111	0.916	45	83127.980	0.126	307	34636.658	0.154	188	0.193	0.193	412	0.000	0.000	0	0.312	0.392	179	3.992	35	36	388	23	412	0	559	15	227	3.025	507	23	355
John J Godfrey	2304.532	0.914	46	135967.407	0.207	133	27654.388	0.123	276	0.395	0.395	76	0.000	0.000	0	0.379	0.477	81	4.031	46	59	158	47	76	0	559	12	321	5.853	199	92	51
Andreas Stolcke	2303.940	0.914	47	345591.039	0.525	26	94461.551	0.420	34	0.597	0.597	27	0.000	0.000	0	0.511	0.643	29	4.068	53	150	26	71	27	1	113	41	34	6.456	163	152	19
Michael A Picheny	2301.389	0.913	48	409647.263	0.622	15	85151.397	0.379	38	0.622	0.622	22	0.000	0.000	0	0.510	0.641	31	4.048	49	178	14	74	22	0	559	37	45	11.753	43	113	35
Vijayaditya Peddinti	2299.174	0.912	49	119557.047	0.182	160	16094.218	0.072	556	0.378	0.378	86	0.000	0.000	0	0.252	0.317	444	4.038	48	52	204	45	86	0	559	7	671	0.037	4573	6	1297
Björn Schuller	2298.615	0.912	50	340195.053	0.517	28	105736.300	0.470	27	0.613	0.613	25	0.000	0.000	0	0.423	0.531	50	4.038	47	148	28	73	25	0	559	46	26	0.740	1381	79	73
Jinyu Li	2293.578	0.910	51	149082.565	0.227	113	48165.136	0.214	110	0.235	0.235	257	0.000	0.000	0	0.330	0.414	149	4.024	44	65	130	28	257	0	559	21	124	0.503	1703	51	129
Hervé Bourlard	2288.422	0.908	52	304360.181	0.463	35	128151.655	0.570	12	0.597	0.597	27	0.000	0.000	0	0.527	0.663	24	4.081	55	133	35	71	27	0	559	56	14	9.483	77	93	49
Sarangarajan Parthasarathy	2287.145	0.907	53	114357.253	0.174	176	41168.611	0.183	136	0.328	0.328	126	0.000	0.000	0	0.315	0.396	174	4.063	52	50	220	39	126	1	113	18	161	2.113	691	28	281
Li Rong Dai	2284.066	0.906	54	324337.438	0.493	32	84510.459	0.376	41	0.580	0.580	32	0.000	0.000	0	0.357	0.449	99	4.081	54	142	32	69	32	0	559	37	45	0.435	1844	32	232
Keiichi Tokuda	2283.315	0.906	55	381313.656	0.579	20	121015.711	0.538	17	0.504	0.504	44	0.000	0.000	0	0.705	0.886	5	4.091	58	167	17	60	44	0	559	53	18	12.895	32	294	2
Balakrishnan Varadarajan	2278.197	0.904	56	82015.106	0.125	318	11390.987	0.051	834	0.261	0.261	205	0.000	0.000	0	0.247	0.310	492	4.056	50	36	388	31	205	0	559	5	1009	0.004	7911	9	928
Bin Ma	2275.054	0.902	57	439085.367	0.667	11	106927.525	0.476	25	0.571	0.571	34	0.000	0.000	0	0.412	0.518	56	4.092	59	193	8	68	34	0	559	47	24	0.677	1441	66	91
Dilek Z Hakkani-Tür	2269.458	0.900	58	190634.486	0.290	73	70353.203	0.313	61	0.387	0.387	80	0.000	0.000	0	0.354	0.445	107	4.096	60	84	79	46	80	1	113	31	60	0.224	2372	53	122
Elizabeth E Shriberg	2266.655	0.899	59	276531.903	0.420	39	81599.578	0.363	44	0.496	0.496	49	0.000	0.000	0	0.419	0.527	53	4.122	66	122	39	59	49	0	559	36	50	1.213	1025	108	40
Richard M Stern	2264.944	0.898	60	185725.418	0.282	75	99657.541	0.443	28	0.361	0.361	97	0.000	0.000	0	0.577	0.726	16	4.087	57	82	85	43	97	0	559	44	31	10.012	69	195	14
Spyros Matsoukas	2263.436	0.898	61	178811.439	0.272	83	31688.103	0.141	212	0.403	0.403	72	0.000	0.000	0	0.308	0.387	185	4.097	61	79	95	48	72	0	559	14	259	1.187	1035	45	158
Jeffrey A Bilmes	2257.782	0.896	62	185138.089	0.281	78	69991.229	0.311	62	0.437	0.437	62	0.000	0.000	0	0.396	0.498	65	4.122	67	82	85	52	62	3	13	31	60	2.793	536	83	67
Aren Jansen	2257.697	0.896	63	151265.699	0.230	109	31607.758	0.141	213	0.420	0.420	68	0.000	0.000	0	0.274	0.344	304	4.103	63	67	122	50	68	1	113	14	259	0.122	2925	13	667
Petr Schwarz	2251.885	0.893	64	177898.895	0.270	84	24770.732	0.110	323	0.218	0.218	314	0.000	0.000	0	0.349	0.438	116	4.085	56	79	95	26	314	0	559	11	369	0.270	2218	117	34
Barbara Peskin	2247.185	0.891	65	211235.399	0.321	63	31460.591	0.140	216	0.454	0.454	58	0.000	0.000	0	0.369	0.464	87	4.148	79	94	67	54	58	0	559	14	259	3.515	436	102	44
Frank Torsten Bernd Seide	2245.350	0.891	66	134721.011	0.205	136	44907.004	0.200	123	0.311	0.311	140	0.000	0.000	0	0.352	0.442	111	4.115	65	60	151	37	140	0	559	20	139	0.652	1479	87	59
Stephen M Chu	2243.900	0.890	67	141365.714	0.215	127	35902.404	0.160	177	0.311	0.311	140	0.000	0.000	0	0.285	0.359	258	4.122	68	63	137	37	140	0	559	16	206	0.194	2456	22	378
Pavel Matejka	2242.506	0.889	68	127822.850	0.194	142	22425.061	0.100	366	0.269	0.269	192	0.000	0.000	0	0.323	0.405	160	4.102	62	57	168	32	192	0	559	10	416	0.455	1818	87	59
Murat Saraçlar	2239.388	0.888	69	212741.815	0.323	61	31351.425	0.139	219	0.412	0.412	70	0.000	0.000	0	0.293	0.368	236	4.158	88	95	64	49	70	0	559	14	259	0.547	1612	35	210
M Hasegawa Johnson	2238.747	0.888	70	154473.541	0.235	106	49252.433	0.219	107	0.462	0.462	55	0.000	0.000	0	0.328	0.412	154	4.132	72	69	115	55	55	1	113	22	119	0.424	1868	53	122
Xiaodong He	2237.595	0.888	71	89503.801	0.136	277	29088.735	0.129	251	0.185	0.185	444	0.000	0.000	0	0.292	0.368	237	4.110	64	40	320	22	444	0	559	13	298	0.182	2516	42	170
Upendra V Chaudhari	2232.548	0.886	72	91534.462	0.139	266	22325.478	0.099	370	0.286	0.286	166	0.000	0.000	0	0.321	0.404	161	4.152	81	41	300	34	166	0	559	10	416	6.556	159	28	281
Ondřej Glembek	2232.547	0.886	73	227719.840	0.346	53	26790.569	0.119	285	0.345	0.345	109	0.000	0.000	0	0.342	0.430	123	4.125	69	102	53	41	109	0	559	12	321	0.512	1680	105	42
Douglas A Reynolds	2232.216	0.885	74	258937.063	0.393	42	84824.210	0.377	39	0.437	0.437	62	0.000	0.000	0	0.619	0.779	13	4.147	78	116	43	52	62	4	7	38	41	14.558	20	229	7
Junichi Yamagishi	2231.981	0.885	75	185254.435	0.282	76	51335.566	0.228	96	0.387	0.387	80	0.000	0.000	0	0.352	0.443	110	4.150	80	83	81	46	80	0	559	23	108	0.205	2433	83	67
C M White	2231.844	0.885	76	53564.263	0.081	584	13391.066	0.060	684	0.168	0.168	530	0.000	0.000	0	0.264	0.332	354	4.153	82	24	701	20	530	0	559	6	805	0.085	3362	32	232
Jan Honza Cernocký	2231.306	0.885	77	165116.655	0.251	97	42394.817	0.189	132	0.319	0.319	132	0.000	0.000	0	0.397	0.499	64	4.142	75	74	108	38	132	0	559	19	147	1.920	749	137	23
Eng Siong Chng	2229.783	0.884	78	276493.108	0.420	40	55744.578	0.248	84	0.529	0.529	39	0.000	0.000	0	0.317	0.398	171	4.155	84	124	38	63	39	0	559	25	88	0.177	2550	32	232
Khe Chai Sim	2229.272	0.884	79	144902.707	0.220	119	46814.721	0.208	115	0.353	0.353	99	0.000	0.000	0	0.307	0.386	188	4.158	86	65	130	42	99	2	31	21	124	0.450	1825	31	246
Emmanuel Dupoux	2228.484	0.884	80	91367.824	0.139	267	4456.967	0.020	2304	0.303	0.303	147	0.000	0.000	0	0.228	0.287	717	4.141	73	41	300	36	147	0	559	2	2638	0.003	8289	2	2541
Naomi H Feldman	2228.484	0.884	81	91367.824	0.139	267	4456.967	0.020	2304	0.303	0.303	147	0.000	0.000	0	0.228	0.287	717	4.141	73	41	300	36	147	0	559	2	2638	0.003	8289	2	2541
Tetsuji Ogawa	2228.372	0.884	82	62394.405	0.095	478	13370.230	0.059	686	0.202	0.202	382	0.000	0.000	0	0.238	0.299	586	4.131	70	28	564	24	382	0	559	6	805	0.037	4607	0	5132
Bing Xiang	2227.841	0.884	83	142581.830	0.217	126	26734.093	0.119	287	0.378	0.378	86	0.000	0.000	0	0.299	0.376	211	4.173	98	64	132	45	86	0	559	12	321	0.392	1930	53	122
Peter E Clark	2226.840	0.883	84	120249.353	0.183	157	20041.559	0.089	418	0.353	0.353	99	0.000	0.000	0	0.253	0.318	433	4.153	83	54	194	42	99	0	559	9	476	0.089	3295	9	928
Wen Ting Wang	2224.249	0.882	85	169042.927	0.257	92	37812.234	0.168	164	0.370	0.370	94	0.000	0.000	0	0.293	0.368	233	4.167	92	76	103	44	94	1	113	17	181	0.474	1791	28	281
Patrick Nguyen	2220.056	0.881	86	177604.494	0.270	85	39961.011	0.178	145	0.454	0.454	58	0.000	0.000	0	0.345	0.433	119	4.182	102	80	91	54	58	0	559	18	161	0.669	1454	88	57
Hong Goo Kang	2219.993	0.881	87	135419.573	0.206	135	51059.839	0.227	97	0.387	0.387	80	0.000	0.000	0	0.293	0.369	231	4.143	76	61	146	46	80	0	559	23	108	0.267	2220	10	845
Yuqing Gao	2219.715	0.880	88	150940.641	0.229	110	55492.883	0.247	85	0.303	0.303	147	0.000	0.000	0	0.386	0.485	72	4.166	91	68	118	36	147	0	559	25	88	7.795	113	47	146
Tetsunori Kobayashi	2219.199	0.880	89	310687.810	0.472	34	119836.727	0.533	18	0.622	0.622	22	0.000	0.000	0	0.664	0.835	10	4.179	100	140	34	74	22	0	559	54	15	16.489	14	213	11
Mei Yuh Hwang	2216.163	0.879	90	73133.363	0.111	383	15513.138	0.069	585	0.202	0.202	382	0.000	0.000	0	0.258	0.324	398	4.161	89	33	455	24	382	0	559	7	671	0.368	1987	20	415
Vaibhava Goel	2214.775	0.878	91	130671.715	0.199	139	46510.271	0.207	116	0.286	0.286	166	0.000	0.000	0	0.309	0.388	182	4.169	95	59	158	34	166	0	559	21	124	2.768	541	13	667
Chengyuan Ma	2214.516	0.878	92	33217.736	0.050	998	11072.579	0.049	864	0.118	0.118	879	0.000	0.000	0	0.246	0.310	500	4.146	77	15	1203	14	879	0	559	5	1009	0.352	2021	13	667
Kuldip K Paliwal	2214.486	0.878	93	70863.563	0.108	404	59791.131	0.266	73	0.202	0.202	382	0.000	0.000	0	0.409	0.514	57	4.131	70	32	476	24	382	5	4	27	79	6.300	169	84	64
Gökhan Tür	2213.895	0.878	94	123978.102	0.188	147	57561.261	0.256	81	0.252	0.252	217	0.000	0.000	0	0.350	0.439	113	4.176	99	56	181	30	217	3	13	26	81	0.592	1553	68	86
Xiao Bing Li	2212.887	0.878	95	123921.657	0.188	148	37619.075	0.167	165	0.303	0.303	147	0.000	0.000	0	0.311	0.391	181	4.163	90	56	181	36	147	0	559	17	181	0.281	2194	54	120
Najim Dehak	2212.199	0.877	96	90700.177	0.138	271	13273.197	0.059	690	0.277	0.277	178	0.000	0.000	0	0.257	0.323	404	4.158	87	41	300	33	178	0	559	6	805	0.189	2479	25	327
Joyce Mcdonough	2211.922	0.877	97	117231.887	0.178	166	35390.758	0.157	180	0.286	0.286	166	0.000	0.000	0	0.362	0.454	92	4.202	112	53	198	34	166	0	559	16	206	8.894	85	38	194
Sunil Sivadas	2209.723	0.876	98	88388.926	0.134	281	19887.508	0.088	422	0.210	0.210	350	0.000	0.000	0	0.270	0.340	319	4.157	85	40	320	25	350	0	559	9	476	0.556	1597	28	281
Ruhi Sarikaya	2207.710	0.876	99	94931.517	0.144	248	35323.355	0.157	181	0.252	0.252	217	0.000	0.000	0	0.292	0.367	242	4.168	93	43	281	30	217	0	559	16	206	0.432	1851	32	232
Martin Karafiát	2207.530	0.876	100	225168.018	0.342	54	39735.533	0.177	148	0.353	0.353	99	0.000	0.000	0	0.391	0.491	71	4.168	93	102	53	42	99	0	559	18	161	0.368	1986	150	20
Horacio E Franco	2207.279	0.876	101	169960.498	0.258	91	35316.467	0.157	182	0.395	0.395	76	0.000	0.000	0	0.304	0.382	194	4.192	107	77	100	47	76	0	559	16	206	2.079	703	32	232
Joseph Picone	2207.119	0.875	102	90491.890	0.138	273	30899.670	0.137	225	0.294	0.294	156	0.000	0.000	0	0.305	0.384	193	4.179	100	41	300	35	156	2	31	14	259	4.814	268	14	624
Alexandros Potamianos	2202.161	0.873	103	81479.955	0.124	319	35234.575	0.157	183	0.235	0.235	257	0.000	0.000	0	0.324	0.407	157	4.169	96	37	370	28	257	0	559	16	206	5.853	198	21	395
Jeff Z Ma	2202.023	0.873	104	50646.525	0.077	622	4404.046	0.020	2322	0.193	0.193	412	0.000	0.000	0	0.226	0.284	758	4.171	97	23	735	23	412	0	559	2	2638	0.001	9003	3	2029
Yoshinori Sagisaka	2201.199	0.873	105	94651.542	0.144	250	41822.774	0.186	134	0.269	0.269	192	0.000	0.000	0	0.367	0.461	89	4.189	105	43	281	32	192	1	113	19	147	10.404	62	21	395
Jordan R Cohen	2197.755	0.872	106	57141.618	0.087	535	10988.773	0.049	868	0.218	0.218	314	0.000	0.000	0	0.262	0.329	364	4.200	111	26	628	26	314	1	113	5	1009	3.985	368	0	5132
Jasha Droppo	2197.439	0.872	107	175795.126	0.267	86	52738.538	0.235	93	0.387	0.387	80	0.000	0.000	0	0.355	0.446	106	4.184	103	80	91	46	80	0	559	24	100	0.604	1540	83	67
Xin Lei	2194.574	0.870	108	100950.406	0.153	224	24140.314	0.107	339	0.277	0.277	178	0.000	0.000	0	0.274	0.345	302	4.200	110	46	251	33	178	0	559	11	369	0.212	2400	31	246
Chuck Wooters	2193.931	0.870	109	98726.899	0.150	238	15357.518	0.068	595	0.261	0.261	205	0.000	0.000	0	0.315	0.395	175	4.229	128	45	262	31	205	0	559	7	671	5.697	206	43	166
Yannis Stylianou	2193.485	0.870	110	171091.808	0.260	90	76771.965	0.341	52	0.403	0.403	72	0.000	0.000	0	0.360	0.453	94	4.188	104	78	98	48	72	3	13	35	52	1.335	956	46	148
Damianos Karakos	2193.409	0.870	111	208373.889	0.317	65	21934.094	0.098	376	0.412	0.412	70	0.000	0.000	0	0.252	0.317	445	4.234	133	95	64	49	70	0	559	10	416	0.096	3207	8	1006
Hui Jiang	2193.387	0.870	112	157923.870	0.240	103	61414.838	0.273	68	0.319	0.319	132	0.000	0.000	0	0.395	0.496	66	4.195	108	72	109	38	132	0	559	28	74	2.522	596	102	44
Martin Graciarena	2193.235	0.870	113	149139.963	0.227	112	30705.287	0.137	227	0.286	0.286	166	0.000	0.000	0	0.295	0.370	223	4.215	119	68	118	34	166	0	559	14	259	0.361	2003	45	158
David F Harwath	2191.681	0.869	114	63558.741	0.097	466	6575.042	0.029	1562	0.235	0.235	257	0.000	0.000	0	0.228	0.287	720	4.190	106	29	530	28	257	0	559	3	1801	0.012	6332	3	2029
M Magimai Doss	2188.629	0.868	115	100676.941	0.153	226	37206.696	0.165	166	0.261	0.261	205	0.000	0.000	0	0.284	0.357	264	4.210	115	46	251	31	205	0	559	17	181	0.209	2416	24	343
Izhak Shafran	2186.884	0.867	116	183698.234	0.279	80	30616.372	0.136	228	0.353	0.353	99	0.000	0.000	0	0.269	0.339	324	4.246	151	84	79	42	99	0	559	14	259	0.184	2506	16	521
Ozgür Cetin	2186.851	0.867	117	102782.017	0.156	214	19681.663	0.088	427	0.277	0.277	178	0.000	0.000	0	0.257	0.323	406	4.222	124	47	244	33	178	0	559	9	476	0.156	2660	18	463
Atta Norouzian	2186.373	0.867	118	76523.062	0.116	354	8745.493	0.039	1134	0.261	0.261	205	0.000	0.000	0	0.233	0.293	639	4.197	109	35	403	31	205	0	559	4	1334	0.010	6690	7	1131
Tomoki Toda	2185.775	0.867	119	205462.834	0.312	69	61201.695	0.272	69	0.353	0.353	99	0.000	0.000	0	0.385	0.484	73	4.241	146	94	67	42	99	0	559	28	74	0.230	2338	113	35
Hong Kwang Kuo	2181.625	0.865	120	113444.512	0.172	179	19634.627	0.087	428	0.235	0.235	257	0.000	0.000	0	0.268	0.337	333	4.217	121	52	204	28	257	0	559	9	476	0.071	3605	33	225
Donglai Zhu	2179.953	0.865	121	95917.948	0.146	246	28339.394	0.126	263	0.202	0.202	382	0.000	0.000	0	0.277	0.348	290	4.209	114	44	268	24	382	0	559	13	298	0.188	2490	30	255
Lori Lamel	2179.439	0.864	122	248456.059	0.378	45	71921.491	0.320	57	0.420	0.420	68	0.000	0.000	0	0.462	0.581	39	4.251	155	114	44	50	68	0	559	33	56	14.499	21	56	118
Tatsuya Kawahara	2177.953	0.864	123	139389.018	0.212	128	80584.276	0.358	46	0.319	0.319	132	0.000	0.000	0	0.381	0.478	78	4.234	132	64	132	38	132	0	559	37	45	4.080	354	40	182
Dimitri Kanevsky	2177.687	0.864	124	84929.783	0.129	297	28309.928	0.126	264	0.202	0.202	382	0.000	0.000	0	0.354	0.445	108	4.222	123	39	338	24	382	2	31	13	298	5.534	218	75	80
Ariya Rastrow	2177.359	0.864	125	137173.639	0.208	131	15241.515	0.068	600	0.185	0.185	444	0.000	0.000	0	0.302	0.380	201	4.232	131	63	137	22	444	0	559	7	671	0.034	4694	84	64
Ananth Sankar	2177.330	0.864	126	47901.251	0.073	661	19595.966	0.087	429	0.176	0.176	481	0.000	0.000	0	0.331	0.416	146	4.213	117	22	774	21	481	1	113	9	476	9.829	70	19	442
Hui Lin	2176.940	0.863	127	37007.985	0.056	887	13061.642	0.058	702	0.134	0.134	723	0.000	0.000	0	0.244	0.306	524	4.226	127	17	1029	16	723	0	559	6	805	0.137	2806	13	667
Eric Fosler Lussier	2176.486	0.863	128	65294.585	0.099	450	30470.807	0.136	232	0.202	0.202	382	0.000	0.000	0	0.285	0.358	263	4.214	118	30	509	24	382	0	559	14	259	0.518	1665	33	225
Kenneth Ward Church	2176.324	0.863	129	71818.705	0.109	398	6528.973	0.029	1576	0.252	0.252	217	0.000	0.000	0	0.230	0.289	693	4.217	122	33	455	30	217	0	559	3	1801	0.070	3624	7	1131
T D Ng	2173.840	0.862	130	73910.577	0.112	376	13043.043	0.058	704	0.227	0.227	287	0.000	0.000	0	0.241	0.303	557	4.253	160	34	430	27	287	0	559	6	805	0.101	3117	10	845
Jui Ting Huang	2173.830	0.862	131	58693.398	0.089	516	15216.807	0.068	604	0.143	0.143	666	0.000	0.000	0	0.263	0.330	361	4.209	113	27	591	17	666	0	559	7	671	0.303	2135	32	232
Alex Waibel	2173.045	0.862	132	412878.554	0.627	13	141247.926	0.628	10	0.798	0.798	9	0.000	0.000	0	0.621	0.781	12	4.303	206	190	10	95	9	0	559	65	8	16.998	10	122	28
Yang Liu	2172.753	0.862	133	112983.136	0.172	181	45627.805	0.203	119	0.328	0.328	126	0.000	0.000	0	0.297	0.373	216	4.254	163	52	204	39	126	0	559	21	124	0.152	2691	28	281
M E Johnson	2172.127	0.862	134	60819.549	0.092	492	4344.254	0.019	2339	0.235	0.235	257	0.000	0.000	0	0.224	0.282	795	4.223	125	28	564	28	257	0	559	2	2638	0.004	7891	4	1688
Bhiksha Raj	2172.000	0.862	135	180276.000	0.274	82	76020.000	0.338	55	0.395	0.395	76	0.000	0.000	0	0.460	0.578	40	4.231	130	83	81	47	76	0	559	35	52	5.681	208	132	24
Peng Yuan Liu	2170.168	0.861	136	78126.037	0.119	346	26042.012	0.116	297	0.227	0.227	287	0.000	0.000	0	0.258	0.324	401	4.247	152	36	388	27	287	0	559	12	321	0.098	3175	11	783
Heiga Zen	2169.509	0.861	137	114983.996	0.175	174	39051.168	0.174	155	0.227	0.227	287	0.000	0.000	0	0.339	0.427	130	4.253	158	53	198	27	287	0	559	18	161	0.095	3216	93	49
Vassilios V Digalakis	2169.141	0.860	138	80258.204	0.122	326	30367.969	0.135	234	0.227	0.227	287	0.000	0.000	0	0.351	0.442	112	4.226	126	37	370	27	287	0	559	14	259	8.208	97	44	163
Zhizheng Wu	2169.029	0.860	139	52056.700	0.079	603	13014.175	0.058	706	0.168	0.168	530	0.000	0.000	0	0.285	0.358	259	4.216	120	24	701	20	530	0	559	6	805	0.034	4714	67	89
David Nolden	2168.868	0.860	140	93261.335	0.142	258	17350.946	0.077	497	0.176	0.176	481	0.000	0.000	0	0.267	0.335	343	4.244	148	43	281	21	481	0	559	8	572	0.114	2988	36	203
K Knill	2166.321	0.859	141	88819.172	0.135	279	12997.928	0.058	707	0.185	0.185	444	0.000	0.000	0	0.253	0.318	435	4.245	149	41	300	22	444	0	559	6	805	0.138	2800	26	310
Sharon Goldwater	2165.177	0.859	142	62790.126	0.095	474	4330.354	0.019	2343	0.235	0.235	257	0.000	0.000	0	0.222	0.279	850	4.234	134	29	530	28	257	0	559	2	2638	0.003	8289	2	2541
Felix Weninger	2164.968	0.859	143	125568.121	0.191	145	38969.417	0.173	156	0.244	0.244	235	0.000	0.000	0	0.293	0.368	234	4.213	116	58	163	29	235	0	559	18	161	0.229	2345	34	218
Keith Levin	2164.677	0.859	144	60610.949	0.092	493	4329.354	0.019	2344	0.227	0.227	287	0.000	0.000	0	0.222	0.279	851	4.234	135	28	564	27	287	0	559	2	2638	0.003	8289	2	2541
Abdellah Fourtassi	2164.177	0.858	145	56268.596	0.086	545	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Benjamin Börschinger	2164.177	0.858	146	56268.596	0.086	545	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Chia Ying Lee	2164.177	0.858	147	56268.596	0.086	545	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
E Bennett	2164.177	0.858	148	56268.596	0.086	545	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Ewan Dunbar	2164.177	0.858	149	56268.596	0.086	545	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Ian Mcgraw	2164.177	0.858	150	56268.596	0.086	550	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Justin Chiu	2164.177	0.858	151	56268.596	0.086	550	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
R Richardson	2164.177	0.858	152	56268.596	0.086	552	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Thomas Schatz	2164.177	0.858	153	56268.596	0.086	552	2164.177	0.010	3917	0.218	0.218	314	0.000	0.000	0	0.219	0.275	917	4.234	136	26	628	26	314	0	559	1	4458	0.003	8289	2	2541
Stephen Renals	2163.942	0.858	154	144984.128	0.220	118	69246.151	0.308	63	0.387	0.387	80	0.000	0.000	0	0.469	0.589	37	4.260	174	67	122	46	80	0	559	32	57	15.704	16	58	111
Enrico Bocchieri	2163.795	0.858	155	86551.794	0.132	288	32456.923	0.144	206	0.252	0.252	217	0.000	0.000	0	0.344	0.432	121	4.257	168	40	320	30	217	1	113	15	227	5.869	197	54	120
Ellen M Eide	2163.531	0.858	156	121157.724	0.184	154	23798.839	0.106	342	0.378	0.378	86	0.000	0.000	0	0.391	0.492	70	4.273	179	56	181	45	86	0	559	11	369	13.827	25	51	129
Paul Kenny	2163.343	0.858	157	190374.226	0.289	74	54083.587	0.241	87	0.269	0.269	192	0.000	0.000	0	0.366	0.460	91	4.254	161	88	72	32	192	0	559	25	88	3.309	467	72	82
Hanwu Sun	2162.221	0.858	158	84326.612	0.128	300	19459.987	0.087	432	0.244	0.244	235	0.000	0.000	0	0.251	0.315	453	4.250	154	39	338	29	235	0	559	9	476	0.094	3235	14	624
Colleen Richey	2161.033	0.857	159	125339.921	0.190	146	17288.265	0.077	500	0.336	0.336	114	0.000	0.000	0	0.244	0.307	517	4.258	170	58	163	40	114	0	559	8	572	0.135	2827	9	928
Wu Guo	2159.866	0.857	160	129591.988	0.197	140	21598.665	0.096	381	0.286	0.286	166	0.000	0.000	0	0.246	0.310	501	4.267	176	60	151	34	166	0	559	10	416	0.095	3225	5	1462
Dustin Hillard	2159.733	0.857	161	49673.849	0.075	635	10798.663	0.048	872	0.151	0.151	614	0.000	0.000	0	0.240	0.301	566	4.261	175	23	735	18	614	0	559	5	1009	0.107	3056	14	624
Jen Tzung Chien	2158.773	0.856	162	73398.277	0.112	381	51810.548	0.230	94	0.185	0.185	444	0.000	0.000	0	0.294	0.370	226	4.251	157	34	430	22	444	1	113	24	100	0.923	1198	9	928
Mohamed Afify	2158.699	0.856	163	75554.466	0.115	365	32380.486	0.144	207	0.160	0.160	586	0.000	0.000	0	0.287	0.360	255	4.237	145	35	403	19	586	0	559	15	227	1.510	891	25	327
Long Nguyen	2158.689	0.856	164	209392.862	0.318	64	41015.097	0.182	138	0.429	0.429	65	0.000	0.000	0	0.338	0.425	135	4.298	198	97	61	51	65	0	559	19	147	3.919	382	53	122
Mazin G Rahim	2158.324	0.856	165	69066.369	0.105	412	30216.537	0.134	236	0.210	0.210	350	0.000	0.000	0	0.341	0.429	125	4.245	150	32	476	25	350	3	13	14	259	8.388	95	31	246
Rong Tong	2157.778	0.856	166	103573.362	0.157	211	19420.005	0.086	434	0.227	0.227	287	0.000	0.000	0	0.252	0.316	450	4.257	167	48	231	27	287	0	559	9	476	0.122	2923	15	564
James R Glass	2157.596	0.856	167	168292.505	0.256	93	69043.079	0.307	64	0.395	0.395	76	0.000	0.000	0	0.376	0.473	84	4.254	162	78	98	47	76	0	559	32	57	1.687	810	77	76
Yu Tsao	2157.225	0.856	168	79817.317	0.121	329	25886.698	0.115	301	0.202	0.202	382	0.000	0.000	0	0.251	0.316	452	4.253	159	37	370	24	382	0	559	12	321	0.034	4708	5	1462
Arnab Ghoshal	2156.265	0.855	169	144469.749	0.220	120	25875.179	0.115	303	0.185	0.185	444	0.000	0.000	0	0.319	0.401	166	4.259	172	67	122	22	444	0	559	12	321	0.244	2292	88	57
Les Atlas	2155.513	0.855	170	127175.286	0.193	143	53887.833	0.240	88	0.345	0.345	109	0.000	0.000	0	0.361	0.453	93	4.285	184	59	158	41	109	0	559	25	88	6.085	184	40	182
John R Hershey	2154.108	0.854	171	99088.976	0.151	236	40928.055	0.182	139	0.210	0.210	350	0.000	0.000	0	0.291	0.366	246	4.230	129	46	251	25	350	0	559	19	147	0.218	2382	30	255
Oldřich Plchot	2153.718	0.854	172	90456.160	0.137	274	15076.027	0.067	610	0.252	0.252	217	0.000	0.000	0	0.259	0.325	394	4.258	171	42	290	30	217	0	559	7	671	0.355	2015	29	272
Bowen Zhou	2153.626	0.854	173	66762.407	0.101	436	25843.512	0.115	304	0.185	0.185	444	0.000	0.000	0	0.260	0.327	378	4.254	163	31	496	22	444	0	559	12	321	0.117	2958	16	521
M Frandsen	2152.873	0.854	174	99032.169	0.150	237	6458.620	0.029	1587	0.311	0.311	140	0.000	0.000	0	0.228	0.287	714	4.278	182	46	251	37	140	0	559	3	1801	0.018	5755	8	1006
Hong Kwang Jeff Kuo	2150.505	0.853	175	53762.624	0.082	579	19354.544	0.086	436	0.134	0.134	723	0.000	0.000	0	0.259	0.325	391	4.255	166	25	666	16	723	0	559	9	476	0.518	1666	21	395
Haihua Xu	2149.869	0.853	176	94594.229	0.144	251	10749.344	0.048	881	0.210	0.210	350	0.000	0.000	0	0.237	0.297	600	4.250	153	44	268	25	350	0	559	5	1009	0.019	5638	12	717
Ren Hua Wang	2148.633	0.852	177	143958.422	0.219	122	53715.829	0.239	89	0.277	0.277	178	0.000	0.000	0	0.320	0.402	163	4.278	181	67	122	33	178	0	559	25	88	0.319	2084	45	158
Michael D Riley	2147.283	0.852	178	83744.042	0.127	303	21472.831	0.096	383	0.286	0.286	166	0.000	0.000	0	0.299	0.376	212	4.294	192	39	338	34	166	1	113	10	416	3.915	383	36	203
Mike Schuster	2146.255	0.851	179	36486.335	0.055	908	15023.785	0.067	612	0.143	0.143	666	0.000	0.000	0	0.270	0.339	323	4.268	177	17	1029	17	666	1	113	7	671	1.796	775	30	255
Sabato Marco Siniscalchi	2145.498	0.851	180	57928.442	0.088	529	21454.978	0.095	384	0.134	0.134	723	0.000	0.000	0	0.248	0.312	477	4.255	165	27	591	16	723	0	559	10	416	0.073	3565	9	928
Atsushi Nakamura	2144.665	0.851	181	208032.496	0.316	66	79352.602	0.353	49	0.277	0.277	178	0.000	0.000	0	0.355	0.446	102	4.290	188	97	61	33	178	1	113	37	45	0.555	1602	46	148
Petr Motlícek	2144.651	0.851	182	83641.404	0.127	304	32169.771	0.143	208	0.202	0.202	382	0.000	0.000	0	0.259	0.326	385	4.294	192	39	338	24	382	0	559	15	227	0.105	3074	6	1297
Zheng-Hua Tan	2143.809	0.850	183	42876.178	0.065	747	4287.618	0.019	2354	0.168	0.168	530	0.000	0.000	0	0.220	0.276	898	4.251	156	20	868	20	530	0	559	2	2638	0.010	6669	2	2541
Panayiotis G Georgiou	2143.521	0.850	184	137185.333	0.208	130	36439.854	0.162	174	0.319	0.319	132	0.000	0.000	0	0.270	0.339	321	4.270	178	64	132	38	132	0	559	17	181	0.115	2982	12	717
Ranniery Das Maia	2142.594	0.850	185	62135.222	0.094	480	19283.345	0.086	438	0.168	0.168	530	0.000	0.000	0	0.242	0.304	540	4.286	185	29	530	20	530	0	559	9	476	0.026	5111	6	1297
Chao Weng	2140.087	0.849	186	29961.219	0.046	1111	14980.610	0.067	614	0.084	0.084	1317	0.000	0.000	0	0.240	0.301	567	4.242	147	14	1292	10	1317	0	559	7	671	0.016	5873	10	845
Karel Veselý	2140.075	0.849	187	44941.570	0.068	712	6420.224	0.029	1591	0.168	0.168	530	0.000	0.000	0	0.221	0.278	863	4.286	185	21	826	20	530	0	559	3	1801	0.001	8624	1	3409
Marcus Tomalin	2139.662	0.849	188	59910.529	0.091	501	12837.970	0.057	711	0.143	0.143	666	0.000	0.000	0	0.242	0.304	539	4.293	189	28	564	17	666	0	559	6	805	0.105	3075	16	521
J C Williams	2139.200	0.849	189	23531.198	0.036	1412	2139.200	0.010	3927	0.092	0.092	1176	0.000	0.000	0	0.226	0.284	761	4.259	173	11	1663	11	1176	0	559	1	4458	0.117	2964	13	667
Tomi Kinnunen	2138.458	0.848	190	100507.513	0.153	227	29938.408	0.133	237	0.261	0.261	205	0.000	0.000	0	0.262	0.329	371	4.257	168	47	244	31	205	1	113	14	259	0.097	3182	13	667
John Scott Bridle	2137.611	0.848	191	76953.992	0.117	352	19238.498	0.086	439	0.277	0.277	178	0.000	0.000	0	0.320	0.402	165	4.304	207	36	388	33	178	0	559	9	476	8.450	94	23	355
Thomas Hain	2137.312	0.848	192	87629.795	0.133	286	29922.369	0.133	238	0.277	0.277	178	0.000	0.000	0	0.295	0.371	219	4.297	196	41	300	33	178	0	559	14	259	1.076	1090	46	148
Abeer A Alwan	2136.396	0.847	193	134592.964	0.205	137	79046.662	0.352	51	0.319	0.319	132	0.000	0.000	0	0.448	0.563	42	4.297	197	63	137	38	132	1	113	37	45	12.934	31	45	158
Michiel Bacchiani	2136.213	0.847	194	72631.232	0.110	386	29906.978	0.133	239	0.244	0.244	235	0.000	0.000	0	0.288	0.363	251	4.305	210	34	430	29	235	2	31	14	259	0.618	1523	42	170
Julien Epps	2135.505	0.847	195	172975.897	0.263	88	44845.603	0.199	124	0.378	0.378	86	0.000	0.000	0	0.281	0.353	275	4.307	211	81	87	45	86	0	559	21	124	0.263	2234	12	717
Karen Livescu	2134.368	0.847	196	121658.978	0.185	152	25612.416	0.114	307	0.336	0.336	114	0.000	0.000	0	0.268	0.336	335	4.311	212	57	168	40	114	0	559	12	321	0.085	3361	28	281
Garimella S V S Sivaram	2134.359	0.847	197	89643.060	0.136	276	12806.151	0.057	713	0.294	0.294	156	0.000	0.000	0	0.237	0.298	594	4.318	215	42	290	35	156	0	559	6	805	0.142	2763	10	845
Jay G Wilpon	2134.255	0.847	198	66161.905	0.101	442	29879.570	0.133	240	0.210	0.210	350	0.000	0.000	0	0.301	0.378	203	4.297	195	31	496	25	350	0	559	14	259	3.285	470	32	232
Takuya Yoshioka	2132.443	0.846	199	117284.368	0.178	165	40516.418	0.180	143	0.210	0.210	350	0.000	0.000	0	0.284	0.357	268	4.283	183	55	188	25	350	0	559	19	147	0.119	2941	24	343
Tara N Sainath	2130.316	0.845	200	164034.340	0.249	99	48997.270	0.218	108	0.336	0.336	114	0.000	0.000	0	0.375	0.472	85	4.327	223	77	100	40	114	0	559	23	108	0.573	1576	121	30

Tableau plus synthétique avec indices normées et ordonné par indice HC

nom de l'auteur	hybride composite		collaboration		production		impact		innovation
	rang	indice normé	rang	indice normé	rang	indice normé	rang	indice normé	rang	indice normé
Philip Charles Woodland	1	1.000	20	0.947	10	0.648	12	0.669	2	0.918
Li Deng	2	0.937	3	0.987	6	0.758	13	0.653	6	0.584
Mark J F Gales	3	0.929	9	0.972	3	0.879	4	0.806	72	0.300
Hermann Ney	4	0.924	11	0.966	4	0.868	6	0.736	40	0.369
Keiichi Tokuda	5	0.886	55	0.906	18	0.582	2	0.936	32	0.394
Chin Hui P Lee	6	0.868	1	1.000	12	0.626	37	0.357	3	0.779
John H L Hansen	7	0.862	241	0.836	1	1.000	55	0.287	5	0.619
Alejandro Acero	8	0.852	21	0.946	7	0.736	5	0.783	106	0.245
Hynek Hermansky	9	0.840	5	0.983	22	0.538	8	0.717	22	0.435
Tetsunori Kobayashi	10	0.835	89	0.880	15	0.593	11	0.678	14	0.504
Stephen J Young	11	0.821	318	0.823	54	0.374	25	0.417	1	1.000
Alex Waibel	12	0.781	132	0.862	8	0.714	28	0.389	10	0.520
Douglas A Reynolds	13	0.779	74	0.885	41	0.418	7	0.729	20	0.445
Richard C Rose	14	0.773	4	0.987	24	0.516	18	0.538	28	0.419
Brian E D Kingsbury	15	0.727	42	0.918	60	0.341	1	1.000	778	0.055
Richard M Stern	16	0.726	60	0.898	31	0.484	14	0.621	69	0.306
Daniel Povey	17	0.723	8	0.972	36	0.440	3	0.863	1253	0.026
Jean-Luc Gauvain	18	0.711	30	0.930	23	0.527	40	0.344	19	0.462
Herbert Gish	19	0.711	227	0.839	60	0.341	33	0.379	4	0.704
Bhuvana Ramabhadran	20	0.711	10	0.969	20	0.549	10	0.707	1015	0.037

Tableau des auteurs les plus collaboratifs selon la centralité harmonique:

nom de l'auteur	rang
Chin Hui P Lee	1
Shrikanth S Narayanan	2
Li Deng	3
Richard C Rose	4
Hynek Hermansky	5
Sanjeev Khudanpur	6
Frank K Soong	7
Daniel Povey	8
Mark J F Gales	9
Bhuvana Ramabhadran	10
Hermann Ney	11
Geoffrey Zweig	12
Lukáš Burget	13
Michael L Seltzer	14
Haizhou Li	15
Florian Metze	16
Samuel Thomas	17
Xiaodong Cui	18
Mari Ostendorf	19
Philip Charles Woodland	20

Tableau des auteurs ayant le plus de collaborateurs différents:

rang	nb de collaborateurs	auteurs	indice de centralité	centralité de degré normée sur le premier
1	119	Sanjeev Khudanpur	1.000	1.000
2	118	Hynek Hermansky	0.992	0.992
2	118	Shrikanth S Narayanan	0.992	0.992
3	110	Li Deng	0.924	0.924
4	104	Haizhou Li	0.874	0.874
5	103	Bhuvana Ramabhadran	0.866	0.866
6	101	Frank K Soong	0.849	0.849
7	97	Richard C Rose	0.815	0.815
8	95	Alex Waibel	0.798	0.798
8	95	Tanja Schultz	0.798	0.798
9	94	Alejandro Acero	0.790	0.790
10	93	Chin Hui P Lee	0.782	0.782
10	93	Richard M Schwartz	0.782	0.782
11	92	Mark J F Gales	0.773	0.773
12	91	Florian Metze	0.765	0.765
13	90	Hermann Ney	0.756	0.756
14	89	Lin Shan Lee	0.748	0.748
15	86	Lukáš Burget	0.723	0.723
16	84	Satoshi Nakamura	0.706	0.706
17	78	Samuel Thomas	0.655	0.655
18	76	John H L Hansen	0.639	0.639

Tableau des auteurs par nb de collaborateurs dans le graphe de collaboration:

	nb de collaborateurs	effectif	exemple
	0	152	A Alkhairy
	1	1771	A Abubakar
	2	2498	A Abdelsalam
	3	2036	A Averbuch
	4	1312	A Acquaviva
	5	800	A Adler
	6	561	A Ferrieux
	7	390	A Krikelis
	8	295	A Boulanger
	9	196	A Divakaran
	10	196	A Drofa
	11	141	Abdelhak M Zoubir
	12	116	A W H Khong
	13	88	A Leguyader
	14	93	A Alvarez
	15	75	Akinobu Lee
	16	81	A Kantor
	17	57	Abdel Messaoudi
	18	52	Ahmet M Kondoz
	19	28	Akihiko Sugiyama
	20	56	Andrej Sakrajda
	21	49	Adam López
	22	37	Andrej Ljolje
	23	32	Aaron E Rosenberg
	24	30	Adam Janin
	25	32	Andreas S Spanias
	26	36	Abdellah Fourtassi
	27	27	Allen Gersho
	28	30	A Bezman
	29	22	Chalapathy Neti
	30	18	Arindam Mandal
	31	12	Atta Norouzian
	32	13	Bernd Geiser
	33	14	Atsushi Nakamura
	34	12	Fumitada Itakura
	35	10	Andrew Senior
	36	9	Denis Jouvet
	37	7	Balazs Kövesi
	38	8	Abeer A Alwan
	39	6	Eliathamby Ambikairajah
	40	12	Alan Mccree
	41	5	Hosang Sung
	42	10	Claude Lamblin
	43	2	Richard M Stern
	44	3	Venkatraman Atti
	45	8	Bing Xiang
	46	6	Dilek Z Hakkani-Tür
	47	4	Bhiksha Raj
	48	4	Alan W Black
	49	2	Damianos Karakos
	50	2	Aren Jansen
	51	3	Biing-Hwang Fred Juang
	52	3	Douglas A Reynolds
	53	1	William J Byrne
	54	3	Barbara Peskin
	55	3	Hiroshi Saruwatari
	57	3	Helen M Meng
	59	3	Abhinav Sethy
	60	5	Herbert Gish
	61	2	Bo Ling Xu
	62	2	Michael L Seltzer
	63	1	Eng Siong Chng
	67	4	Daniel Povey
	68	1	Bin Ma
	69	2	Jean-Luc Gauvain
	70	2	Kiyohiro Shikano
	71	3	Andreas Stolcke
	72	1	Philip Charles Woodland
	73	1	Björn Schuller
	74	3	Mari Ostendorf
	76	1	John H L Hansen
	78	1	Samuel Thomas
	84	1	Satoshi Nakamura
	86	1	Lukáš Burget
	89	1	Lin Shan Lee
	90	1	Hermann Ney
	91	1	Florian Metze
	92	1	Mark J F Gales
	93	2	Chin Hui P Lee
	94	1	Alejandro Acero
	95	2	Alex Waibel
	97	1	Richard C Rose
	101	1	Frank K Soong
	103	1	Bhuvana Ramabhadran
	104	1	Haizhou Li
	110	1	Li Deng
	118	2	Hynek Hermansky
	119	1	Sanjeev Khudanpur
total		11523

Tableau des auteurs ayant publié seuls:

nb d'articles	nb d'auteurs	nom d'auteur
1	446	A Kwasinski, A Pasanen, A Sekey, A Yeredor, A A Goldin, A E Yagle, A L Swindlehurst, A R Greenwood, A R Heidari, A W Rix, Aaron S Master, Abdelhak M Zoubir, Abeer A Alwan, Akihiko Sugiyama, Akihiro Imamura, Akira Takahashi, Aldebaro Klautau, Alejandro Acero, Alfred Mertins, Allan J South, Amir Hussain, Ananth Sankar, Andras Kornai, Andre G Adami, Andreas Kellner, Andreas Stolcke, Andreas Wendemuth, Andrej Ljolje, Andrew J Hunt, Anibal J S Ferreira, Anisse Taleb, Anssi Rämö, Anton Schlesinger, Ara Samouelian, Aren Jansen, Arnaud Robert, Arthur P Lobo, Arun C Surendran, Atsushi Nakamura, B Devries, B Novorita, B I Andia, Ben Shahshahani, Ben P Milner, Benjamin Chigier, Berlin Chen, Bernard Merialdo, Bert Van Coile, Beth A Carlson, Bishnu S Atal, Bojan Petek, Branko Ristic, Brent Townshend, Brian Delaney, Brian E D Kingsbury, Brian Kan Wing Mak, C Delphine, C Taswell, C Tepedelenlioglu, C H Lee, Changchun Bao, Chao Sui, Cheung Fat Chan, Chi Shi Liu, Chin Tuan Tan, Christian Raymond, Christian J Wellekens, Christos A Antoniou, Chun Shing Yip, Ciprian Chelba, Clifford J Weinstein, D Angelosante, D Lin, D Lubensky, D F Marston, D H Friedman, D J Burr, D J Thomson, D L Jones, D R W Ellis, D X Sun, Daniel Povey, Daniel Willett, Daniel J Mashao, David Gerhard, David James, David Rainton, David D Palmer, David S Leeds, David V Anderson, Davorka Petrinovic, Deb K Roy, Deep Sen, Delphine Charlet, Dennis Wei, Dhany Arifianto, Dilek Z Hakkani-Tür, Dimitra Vergyri, Dirk Van Compernolle, Dmitry E Terez, Doh Suk Kim, Dolores M Burton, Dominique Pastor, Doroteo Torre Toledano, E Hardam, E Levine, E Lukasik, E Satorius, E Tsiang, E A P Habets, E L Richards, E M Provost, Engin Erzin, Enrico Bocchieri, Enrique Vidal, Eric Brill, Erik Visser, Esther Levin, F Athley, F Fekri, F Mouria Behi, F Vignoli, F F Tseng, Fabio Brugnara, Fabrice Lefèvre, Fang Zheng, Fangxin Chen, Feipeng Li, Francine R Chen, Franck Poirier, Frank M Candocia, Franz Pernkopf, Frédéric Berthommier, G H Whipple, G J Sullivan, Geoffrey Zweig, Georg Fries, George Saon, Gernot Kubin, Gibak Kim, Gilles Boulianne, Gudrun Klasmeyer, Guoan Bi, H Chang, H P Hutter, H U Block, Hank Liao, Hansjörg Mixdorff, Hanxiao Shi, Harry M Chang, Helge B D Sorensen, Henrik Botterweck, Heping Ding, Hervé Bredin, Hideki Kawahara, Hideki Kenmochi, Hirokazu Kameoka, Hiroshi Ohmura, Holger Schwenk, Hong Kook Kim, Hong Wang, Hynek Hermansky, I Toshio, Ilija Zeljkovic, Ivan J Tashev, J Backman, J Homer, J Hornegger, J Kohler, J Naylor, J Patel, J Rothweiler, J Saunders, J Schnitzler, J Song, J C De Martin, J D Williams, J F Kaiser, J G Vaver, J P Jr Campbell, J T Foote, Jacek Stachurski, James M Kates, Jan Linden, Jari Kangas, Javier Hernando, Jawad Hasan, Jayadev Billa, Jen Tzung Chien, Jesse W Fussell, Jianping Pan, Jin Yang, John J Parry, Jon Barker, Jonas Samuelsson, Jonathan Wintrode, Jordan R Cohen, Josef G Bauer, Joseph M Tebelskis, Juan-Miguel Vilar, Juan M Huerta, Julian Kupiec, K Gram Hansen, K Yamaguchi, K W Wilson, Kanae Nishi, Kari Laurila, Kazunori Mano, Kazunori Matsumoto, Kazunori Ozawa, Kazuyo Tanaka, Keith Vertanen, Kemal Sönmez, Kenney Ng, Kevin R Farrell, Khurram Qureshi, Kjell O E Elenius, Klaus Ries, Koby Crammer, Kuansan Wang, Kyuwoong Hwang, L Kawabata, L A Schmid, Ladan Baghai Ravary, Laura Mayfield Tomokiyo, Laurent Girin, Leon Cohen, Les T Niles, Levent M Arslan, Li Deng, Lionel Delphin Poulat, Liqing Zhou, Lonnie C Ludeman, Luis Weruaga, M Brand, M Girolami, M Hasegawa Johnson, M Leisenberg, M Peters, M Russell, M A Changxue, M E Ali, M M Goodwin, M W Feng, Mads Graesboll Christensen, Mahdi Triki, Mahesan Niranjan, Makoto Shozakai, Malcolm Slaney, Marcel Vasilache, Mark A Randolph, Mary A Kohler, Masaaki Honda, Masahide Sugiyama, Masahiro Yukawa, Masanobu Abe, Matthew P Aylett, Matti Karjalainen, Maurizio Copperi, Mauro Cettolo, Mei Yong, Merit Y Hong, Michael A Franzini, Michael D Riley, Michael L Shire, Michel Grenie, Michio Okada, Michèle Jardino, Miguel Arjona Ramírez, Mike Schuster, Milos Cernak, Ming Jing Li, Minoru Kohata, Mohamed Kamal Omar, N Polish, N S Jayant, Naftali Z Tishby, Nam Kyu Ha, Nam Soo Kim, Nathalie Virag, Nick Letzepis, Nick Jui Chang Wang, Nigel Mcginty, Nils Klarlund, Ningping Fan, Noboru Sugamura, O Hoshuyama, Oded Gottesman, Oh Wook Kwon, Olivier Pietquin, Ozlem Kalinli, P Ojala, P C Meuse, P L Chu, P M Djuric, P P Vaidyanathan, P Prabhakar Rao, Paavo Alku, Palghat Vaidyanathan, Pamornpol Jinachitra, Pascale Fung, Patricia A Pelle, Patrick Haffner, Paul Rodriguez V, Pei Yun Hsueh, Peter Beyerlein, Peter Heitkamper, Petra Geutner, Petros Maragos, Petter Knagenhjelm, Philip Charles Woodland, Pierre Dumouchel, Prasanta Kumar Ghosh, R Chartrand, R Dokku, R Saint Nom, R A Dean, R C Nongpiur, R E Prieto, R G Baraniuk, R H Lambert, R J Cassidy, R L Watrous, R M Dansereau, R M Gray, R N J Veldhuis, R P Cohn, Rainer Martin, Ramdas Kumaresan, Ramesh A Gopinath, Rashid Ansari, Reinhard Blasig, Reinhold Haeb Umbach, Richard C Rose, Rita Singh, Rivarol Vergin, Roar Hagen, Robert C Moore, Robert E Donovan, Robert I Damper, Roger K Moore, Rolf Vetter, Rongshan Yu, Ryohei Nakatsu, S Das, S Golden, S Koster, S Minami, S Douglas Peters, S W Wong, Sachin S Kajarekar, Sadao Hiroya, Saeed Gazor, Saeed V Vaseghi, Sajib Dasgupta, Sarangarajan Parthasarathy, Sassan Ahmadi, Satoru Emura, Satya Dharanipragada, Sebastian Stüker, Seokhwan Kim, Shigeru Ono, Shihua Wang, Shinsuke Sakai, Shinta Kimura, Slava Shechtman, Soeren Kamaric Riis, Sofia Ben Jebara, Sonia Bhaskar, Sriram Ganapathy, Stephanie Seneff, Stephen A Zahorian, Steven Greenberg, Steven M Lulich, Suat Yeldener, Suhardi K Felkbaum, Sumit Basu, Sung Won Park, Takahiro Shinozaki, Takuma Okamoto, Tanel Alumäe, Teemu Hirsimäki, Tetsuya Okamoto, Thierry Dutoit, Thomas Kemp, Thomas Polzin, Thushara D Abhayapala, Tilo Sloboda, Timo Baumann, Timo Gerkmann, Timothy J Hazen, Tomas Gansler, Tomi Kinnunen, Tony A Robinson, Torbjørn Svendsen, Toshihisa Tanaka, Toshio Irino, Tsung Hui Chang, Ulrich Halka, V Semenov, Victor Solo, Vishwa N Gupta, Volkmar Hamacher, W Wolf, Wai C Chu, Wai Yip Chan, Walter Kellermann, Wan Yi Lin, Wayne H Ward, Wayne T Padgett, Wei Bin Chang, Wen Ting Wang, Werner Verhelst, William M Fisher, Wolfgang Wokurek, Wu Chou, X Anguera, Xavier L Aubert, Xiao Lei Zhang, Xiaoqiang Luo, Xuedong Huang, Xuejing Sun, Xuemin Shen, Y Feng, Y Goussard, Y Medan, Y Miyazawa, Y Zhao, Y H Gu, Y L Chow, Yannis Agiomyrgiannakis, Yanting Dong, Yasuo Ariki, Yi Su, Yih Ru Wang, Yongwon Jeong, Yoshiaki Itoh, Yoshinori Sagisaka, Yoshinori Shiga, Younes Bennani, Yuantao Gu, Yves Grenier, Yves Laprie, Yves Normandin, Zhicheng Wang, Zhu Liu
2	82	A Alkhairy, Aki Härmä, Alain Biem, Alan Mccree, Bin Yang, Carl Quillen, Chang D Yoo, Christian G Gerlach, David Burshtein, Devang Naik, Dimitri Kanevsky, Dinei A Florencio, E B George, Egidio P Giachin, Eleftherios D Frangoulis, Frank Rudzicz, Gregory Sell, H M Hanson, Hagai Aronowitz, Helmut Lucke, Herbert Gish, Hidefumi Sawai, Hiroaki Hattori, Israel Cohen, Jean-Claude Junqua, Jeffrey N Marcus, Jeih Weih Hung, Ji Ming, Joerg P Ueberla, John H L Hansen, Joseph Picone, Joshua T Goodman, Junlan Feng, K Gopalan, K T Assaleh, Karl Schnell, Ken Ichi Iso, Khe Chai Sim, Kung Pu Li, Louis Ten Bosch, M Faundez Zanuy, M Hauenstein, M M Thomson, M Z Ikram, Mads Graesboell Christensen, Marc A Zissman, Marcel Gabrea, Mark J F Gales, Masahito Togami, Matthias Wölfel, Michael S Brandstein, Michiel Bacchiani, Mikko Kurimo, Mitchel Weintraub, Nobuaki Minematsu, Okko Johannes Räsänen, Olivier Siohan, P Yahampath, Panu Juhani Somervuo, Per Hedelin, Peter Kabal, Philip Rose, S A Euler, S E Tranter, S H Srinivasan, S R Quackenbush, Sadaoki Furui, Sheryl R Young, Sona Patel, Stefan Bruhn, Stephen J Cox, Stephen J Young, T Trump, Takayuki Arai, Takeshi Kawabata, Tsuneo Nitta, Unto Kalervo Laine, Wei Tyng Hong, Yasuhiro Komori, Yifan Gong, Yunxin Zhao, Yusuke Shinohara
3	18	Dietrich Klakow, Douglas J Nelson, Gökhan Tür, Henrique Malvar, Hermann Ney, Hugo Van Hamme, Jeffrey A Bilmes, Kornel Laskowski, Mazin G Rahim, Qi Hu Li, Rafid A Sukkar, Rathinavelu Chengalvarayan, Sean A Ramprashad, T R Anderson, William M Campbell, Y J Liu, Yannis Stylianou, Yariv Ephraim
4	6	Douglas O'Shaughnessy, Douglas A Reynolds, Kari Torkkola, László Tóth, Willem Bastiaan Kleijn, Yair Shoham
5	3	Douglas B Paul, Gerhard Rigoll, Kuldip K Paliwal
6	2	Juin Hwey Chen, S D Voran
9	1	Jerome R Bellegarda

Explications

Formules:
avec N étant le nombre d'auteurs,
avec X, étant un auteur différent de l'auteur Y,
avec distance(X,Y) étant le nombre d'arcs du plus court chemin de X à Y,
avec maxDegré= le nombre de collaborations maximum dans le graphe,
avec la convention que l'adjectif géodésique désigne le plus court chemin,

On définit:

centralité harmonique de X= Σsur Y de 1 / distance(X,Y)
centralité harmonique pondérée par les collaborations= ΣsurY du nb de collaborations de X / distance(X,Y)
centralité harmonique pondérée par les articles= ΣsurY du nb d'articles de X / distance(X,Y) (la différence avec la précédente est que l'on prend en compte les articles écrits seul)
centralité HC= ΣsurY de (nb d'articles de X * (1+fréquenceCumuléeDesTermesNouveaux)) / distance(X,Y)
centralité de degré de X= nb de collaborations de X / maxDegré
centralité d'intermédiarité de X= Σsur i Σsur j nb de chemins géodésiques entre i et j qui contiennent X / nb de chemins géodésiques entre i et j
distance moyenne de X dans sa composante= Σsur Y distance(X,Y) / nb d'auteurs de la composante-1, tel que Y appartienne à la composante

Usages:
- la centralité de proximité caractérise l'efficacité d'un réseau
- la centralité de degré caractérise la communication
- la centralité entre noeuds caractérise le contrôle: qu'est-ce qui change si on enlève un noeud ?
note: non traités, PageRank et Katz

Caractéristiques du graphe de collaboration dans son ensemble

nb de tenues de conférences= 26

nb de signatures= 29903

diamètre= distance géodésique maximum entre deux auteurs= 19

paire(s) qui ont cette distance: 18 paires

    Zhen Wang / A Blake
    Zhen Wang / Frédéric Landais
    Zhen Wang / J Berclaz
    Zhen Wang / Jiri Malek
    Zhen Wang / K Yamato
    Zhen Wang / Kazuo Nakayama
    Zhen Wang / M Sato
    Zhen Wang / Miki Sato
    Zhen Wang / O Hoshuyama
    Zhen Wang / Ryoji Miyahara
    Zhen Wang / S Ohnaka
    Zhen Wang / T Nishiwaki
    Zhen Wang / Takahiro Yamaji
    Zhen Wang / Toru Iwasawa
    Zhen Wang / Toshihiro Nishizawa
    Zhen Wang / Y Joncour
    Zhen Wang / Y Mizuno
    Zhen Wang / Yakano Takano

densité du graphe= 2*nbDArcsNonOrientés / nbDeNoeuds*(nbDeNoeuds-1)= 0.0005

nb total d'arcs non-orientés= 31992 donc deux fois plus d'arcs en comptant la symétrie (63984)

coefficient de regroupement moyen= average clustering coefficient= 0.656
défini comme étant la moyenne pour chaque noeud i de: 2e/k(k-1),
où k=nb de voisins et e=nb de connections entre ces voisins (sans le noeud original)

Caractéristiques des différentes composantes du graphe de collaboration

nb de composantes= nb de graphes disjoints= 993

auteur le plus central dans la plus grande composante= Chin Hui P Lee (défini par l'auteur ayant la distance moyenne la plus faible = le Kevin Bacon)

distance moyenne de l'auteur le plus central= 3.739

distance moyenne= 4.457

Tableau de toutes les catégories de composantes par taille décroissante:

	nb de noeuds de la composante	nb de composantes ayant ce nb de noeuds	pourcentage de cette catégorie vis-à-vis du nb total de noeuds	exemple d'auteur
	8420	1	73.071	A Acquaviva
	35	1	0.304	A V Dandawate
	18	3	0.469	A Kachenoura
	16	1	0.139	A Koutvas
	14	1	0.121	Cheongjae Lee
	13	2	0.226	D Laurenson
	12	3	0.312	A V N Che
	11	4	0.382	Amy Weader
	10	8	0.694	A Benazza Benyahia
	9	4	0.312	A H Tewfik
	8	18	1.250	A Freed
	7	19	1.154	A Gierlinger
	6	31	1.614	A Baldassarra
	5	49	2.126	A Ayatollahi
	4	134	4.652	A Asif
	3	242	6.300	A Abdelsalam
	2	320	5.554	A Abubakar
	1	152	1.319	A Alkhairy
total		993	100,000

Tableau détaillé des seules composantes ayant au moins 10 noeuds:

nom	nb de noeuds de la composante	pourcentage vis-à-vis du nb total de noeuds	nb d'arcs	densité	nb de papiers publiés par la composante	distance moyenne de la composante
composante-1	8420	73.071	28463	0.001	8232	5.663
composante-2	35	0.304	54	0.091	21	3.257
composante-3	18	0.156	32	0.209	7	2.078
composante-4	18	0.156	25	0.163	15	1.837
composante-5	18	0.156	36	0.235	10	2.248
composante-6	16	0.139	28	0.233	13	1.933
composante-7	14	0.121	39	0.429	6	1.571
composante-8	13	0.113	27	0.346	4	1.859
composante-9	13	0.113	35	0.449	5	1.628
composante-10	12	0.104	25	0.379	4	1.621
composante-11	12	0.104	18	0.273	10	2.000
composante-12	12	0.104	18	0.273	9	2.561
composante-13	11	0.095	55	1.000	1	1.000
composante-14	11	0.095	19	0.345	8	2.109
composante-15	11	0.095	13	0.236	9	2.345
composante-16	11	0.095	20	0.364	6	1.891
composante-17	10	0.087	14	0.311	5	1.911
composante-18	10	0.087	15	0.333	4	2.156
composante-19	10	0.087	31	0.689	3	1.311
composante-20	10	0.087	17	0.378	4	1.911
composante-21	10	0.087	14	0.311	7	1.689
composante-22	10	0.087	18	0.400	9	1.667
composante-23	10	0.087	19	0.422	3	1.844
composante-24	10	0.087	16	0.356	6	1.911

Tableau des composantes monoauteurs:

A Alkhairy, A Pasanen, A A Goldin, A L Swindlehurst, A R Greenwood, A R Heidari, Allan J South, Amir Hussain, Andras Kornai, Andreas Kellner, Anibal J S Ferreira, Anton Schlesinger, Arnaud Robert, B Novorita, B I Andia, Ben Shahshahani, Bert Van Coile, Branko Ristic, Brent Townshend, C Delphine, C Taswell, C Tepedelenlioglu, Christos A Antoniou, Chun Shing Yip, D Angelosante, D Lin, D F Marston, D H Friedman, D J Burr, D J Thomson, David Gerhard, David D Palmer, David S Leeds, Dmitry E Terez, Dolores M Burton, E Hardam, E Levine, E Lukasik, E Satorius, E Tsiang, E L Richards, Eric Brill, F Athley, F Fekri, F Mouria Behi, F Vignoli, F F Tseng, Frank M Candocia, G J Sullivan, Georg Fries, Gudrun Klasmeyer, H Chang, Hansjörg Mixdorff, Hanxiao Shi, Harry M Chang, Henrik Botterweck, Heping Ding, Hideki Kenmochi, I Toshio, J Backman, J Patel, J Saunders, J Song, J D Williams, J G Vaver, Jawad Hasan, Jesse W Fussell, Jin Yang, Joerg P Ueberla, Julian Kupiec, K Gopalan, K Gram Hansen, K W Wilson, Kazunori Matsumoto, Keith Vertanen, Kenney Ng, Khurram Qureshi, Kjell O E Elenius, Kung Pu Li, L Kawabata, L A Schmid, Liqing Zhou, Lonnie C Ludeman, László Tóth, M Brand, M Hauenstein, M Leisenberg, M Peters, M A Changxue, M E Ali, M W Feng, Mads Graesboll Christensen, Matthew P Aylett, Maurizio Copperi, Mei Yong, Merit Y Hong, Michel Grenie, Michio Okada, N Polish, Naftali Z Tishby, Nathalie Virag, Nick Letzepis, Nick Jui Chang Wang, Nigel Mcginty, Nils Klarlund, Noboru Sugamura, P Prabhakar Rao, Paul Rodriguez V, Pei Yun Hsueh, Peter Heitkamper, Philip Rose, R Chartrand, R Dokku, R A Dean, R J Cassidy, R L Watrous, R N J Veldhuis, Rashid Ansari, Reinhard Blasig, Robert C Moore, Rolf Vetter, Rongshan Yu, Ryohei Nakatsu, S Golden, S Koster, S Minami, S W Wong, Sean A Ramprashad, Shihua Wang, Sofia Ben Jebara, Sona Patel, Sonia Bhaskar, Suhardi K Felkbaum, Sung Won Park, T Trump, Takuma Okamoto, Tanel Alumäe, Timo Baumann, Ulrich Halka, Volkmar Hamacher, W Wolf, Wai C Chu, Wan Yi Lin, Wayne T Padgett, Wei Bin Chang, Xuejing Sun, Xuemin Shen, Y Feng, Y Goussard, Y J Liu, Yanting Dong, Zhicheng Wang

Caractéristiques des papiers

nb de papiers= 9818

Classement des papiers par nombre d'auteurs décroissant:

	nb d'auteurs par papier	nb de papiers concernés	exemple de papier
	27	1	icassps2013-535
	22	1	icassps2012-383
	21	5	icassps2001-154
	19	3	icassps2007-273
	18	3	icassps2006-394
	17	2	icassps1993-13
	16	5	icassps1996-10
	15	4	icassps1994-109
	14	3	icassps2001-254
	13	11	icassps2003-341
	12	6	icassps1995-67
	11	14	icassps1995-26
	10	14	icassps1990-17
	9	29	icassps1991-12
	8	52	icassps1990-148
	7	98	icassps1990-136
	6	249	icassps1990-13
	5	655	icassps1990-107
	4	1608	icassps1990-100
	3	2963	icassps1990-101
	2	3368	icassps1990-0
	1	724	icassps1990-1
total		9818

Papier(s) ayant le plus de co-auteurs: 27 auteurs.

id	titre	auteurs
icassps2013-535	A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition	Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, M E Johnson, Sanjeev Khudanpur, Kenneth Ward Church, Naomi H Feldman, Hynek Hermansky, Florian Metze, Richard C Rose, Michael L Seltzer, Peter E Clark, Ian Mcgraw, Balakrishnan Varadarajan, E Bennett, Benjamin Börschinger, Justin Chiu, Ewan Dunbar, Abdellah Fourtassi, David F Harwath, Chia Ying Lee, Keith Levin, Atta Norouzian, Vijayaditya Peddinti, R Richardson, Thomas Schatz, Samuel Thomas

Détails pour les 10 premiers auteurs de la centralité harmonique

Chin_Hui_P Lee

nom collaborateur	nb de collaborations
A R Setlur	1
Aaron E Rosenberg	3
Aleem Mushtaq	1
Alejandro Acero	1
Alexandros Potamianos	1
Alvina Goh	1
Ananth Sankar	1
Arun C Surendran	2
Benoit Launay	1
Biing-Hwang Fred Juang	6
Bin Ma	2
Boon Pang Lim	2
C H Lin	1
C K Chan	1
Chao Weng	1
Chao Zhang	1
Chengyuan Ma	1
Cheung Chi Leung	1
Chi Shi Liu	1
Chongjia Ni	2
Cristina Chesta	1
Dong Yu	2
Donglai Zhu	1
E F Lussier	1
Egidio P Giachin	2
Eng Siong Chng	2
Eric Fosler Lussier	2
Esther Levin	1
Evelyne Tzoukermann	1
F Sorbello	1
Frank K Soong	2
H C Wang	1
Hagen Soltau	1
Haihua Xu	1
Haizhou Li	3
Hamid Behravan	1
Hanwu Sun	1
Hong Kwang Jeff Kuo	4
Hui Jiang	3
Hui Lin	1
I Fan Chen	3
Imed Zitouni	1
Jay G Wilpon	2
Jean-Luc Gauvain	3
Jen Tzung Chien	1
Jeremy Reed	1
Jinsong Zheng	1
Jinyu Li	3
Jun Du	2
Keh Yih Su	1
Kehuang Li	3
Koichi Shinoda	1
Lawrence R Rabiner	2
Lei Wang	1
Li Deng	2
Li Rong Dai	2
Lidia Mangu	1
Mazin G Rahim	3
Myoung Wan Koo	1
Nancy F Chen	2
Olivier Siohan	3
Padma Ramesh	1
Petr Schwarz	1
Qi Hu Li	2
Qiang Huo	3
Qing Huo	1
Qiru Zhou	1
Rafid A Sukkar	1
Roberto Pieraccini	3
S Dimopoulos	1
Sabato Marco Siniscalchi	8
Shigeru Katagiri	1
Su Jun Leow	2
Sunil Sivadas	1
Tatsuya Kawahara	1
Tian Gao	1
Tomi Kinnunen	1
Torbjørn Svendsen	3
Tze Siong Lau	1
Upendra V Chaudhari	1
Van Tung Pham	1
Ville Hautamäki	1
Wu Chou	1
Xiaodong Cui	1
Xiong Xiao	1
Yan Hui Tu	1
Yi Fen Liu	1
Yifan Gong	1
You Chi Cheng	2
Yu Tsao	3
Yunqing Xia	1
Zakhar Gorelov	1
Zhen Huang	2

Shrikanth_S Narayanan

nom collaborateur	nb de collaborations
Aaron E Rosenberg	1
Abe Kazemzadeh	1
Abeer A Alwan	1
Abhinav Sethy	5
Adam Lammert	1
Alan W Black	1
Alexandros Potamianos	3
Andreas Tsiartas	8
Angeliki Metallinou	9
Antonio Bonafonte	1
Antonio Ortega	1
Athanasios Katsamanis	3
B Baucom	1
B Stern	1
Barbara Hollister	1
Bhuvana Ramabhadran	3
Björn Schuller	2
Bo Xiao	2
Bojana Gajic	1
Brian R Baucom	1
C C J Kuo	2
Carlos Busso	4
Chi Chun Lee	3
Chi Wei Chu	1
Chih Mei Lin	1
Chuping Liu	1
Colin Vaz	2
Colleen Richey	1
D Can	1
D Wang	4
Daniel Bone	2
David Sündermann	1
Diego Giuliani	1
Dimitra Vergyri	1
E M Provost	1
Emil Ettelaie	1
Emily Mower	2
Engin Erzin	1
F Farahani	1
Felix Weninger	1
George Saon	1
Georgette Silva	1
Geralds C Davison	1
Harald Höge	1
Hermann Ney	1
Horacio E Franco	1
Israel Cohen	1
James Gibson	4
Jangwon Kim	2
Jing Zheng	1
Joseph Tepperman	2
K J Han	1
Kalena N Babeva	1
Kartik Audhkhasi	7
Kean J Hsu	1
Krishna S Nayak	1
Kristian Kroschel	1
Kristin Precoda	1
M Frandsen	1
M Subramaniam	1
M J Grimm	1
M J Mataricé	1
Maarten Segbroeck	1
Maarten Van Segbroeck	3
Martin Graciarena	1
Martin Wöllmer	1
Matteo Gerosa	2
Matthew P Black	2
Md Nasir	1
Michelle C Feng	1
Ming Jing Li	4
Murtaza Bulut	3
N Kumar	2
Nassos Katsamanis	1
Naveen Kumar	1
Naveen Srinivasamurthy	1
Nikolaos Malandrakis	2
Ozlem Kalinli	1
P Drotar	1
P Ghosh	3
P G Shivakumar	1
Panayiotis G Georgiou	16
Pavlos Papadopoulos	1
Prasanta Kumar Ghosh	4
Qian Jie Fu	1
Qun Feng Tan	1
R D Gupta	2
Ramana R Gadde	1
Richard C Rose	1
S Bangalore	1
S Hernanz	1
S Yidirim	1
S B Kim	1
Samuel Thomas	1
Sankaranarayanan Ananthakrishnan	6
Sarangarajan Parthasarathy	1
Shiva Sundaram	4
Simone Hantke	1
Soon Il Kwon	1
Stacy Smith	1
Stephen M Chu	1
Sung Jin Lee	1
Sungbok Lee	9
T Kato	1
Tanaya Guha	1
Theodora Chaspari	2
V Dhandhania	1
V Rangarajan	1
V Rozgic	1
Victor Abrash	1
Vivek Kumar Rangarajan Sridhar	1
Wen Ting Wang	1
Wenjing Han	1
Ying Li	1
Yoon Chul Kim	1
Yun Wang	1
Zhaojun Yang	3
Zixing Zhang	1

Li Deng

nom collaborateur	nb de collaborations
Abeer A Alwan	1
Alejandro Acero	26
Amittai Axelrod	1
Anisa Yasmin	1
Balakrishnan Varadarajan	2
Brendan J Frey	1
Brian Hutchinson	1
Brian E D Kingsbury	1
Chaojun Liu	1
Chin Hui P Lee	2
Chong Yung Chi	1
Ciprian Chelba	1
D Duchene	1
D Jacoby	1
D X Sun	2
Dilek Z Hakkani-Tür	2
Dong Yu	24
Frank Torsten Bernd Seide	4
G Hinton	1
G Venolia	1
G E Dahl	1
Gang Li	1
Geoffrey Zweig	1
Gökhan Tür	2
H Hon	1
H T Attias	3
Hamid Sheikhzadeh	1
Hossein Sameti	2
Hui Lin	1
Hywel B Richards	1
Issam Bazzi	1
J Nu	1
J C Platt	1
J C Williams	1
Jasha Droppo	7
Jeff Z Ma	1
Jennifer Gillenwater	1
Jian Cheng Wu	3
Jianfeng Gao	2
Jianlai Zhou	2
Jianshu Chen	1
Jinyu Li	5
John Scott Bridle	1
Joseph Picone	1
Joshua T Goodman	1
Jui Ting Huang	2
K Hassanein	1
K Steury	1
K Wang	1
K R Prasanna Kumar	1
Kaisheng Yao	1
Kevin Erler	2
L Jiang	1
L J Lee	4
Li Jiang	1
M Hasegawa Johnson	1
M D Plumpe	1
M I Elmasry	1
Mark Sinclair	1
Masaki Naito	1
Matthew Lennig	1
Mei Yuh Hwang	1
Michael L Seltzer	1
Mike Schuster	1
Milind Mahajan	1
Oriol Vinyals	1
Ossama Abdel Hamid	1
P Fieguth	3
Paul Kenny	1
Paul Mermelstein	1
Peng Yuan Liu	1
Peter Mau	1
Po Sen Huang	2
R Loynd	1
R Pruvenok	1
Rathinavelu Chengalvarayan	3
Robert L Brennan	1
Roberto Togneri	1
Roland Regan	1
S Meredith	1
S Momen	1
S Mughal	1
S Neto	1
Sabato Marco Siniscalchi	1
Sandi Pike	1
Shizhen Wang	2
Sibel Yaman	1
Terri Kamm	1
Trausti T Kristjansson	1
Tsung Hui Chang	1
Vishwa N Gupta	1
X D Huang	1
Xiang Bing Li	1
Xiaodong Cui	1
Xiaodong He	11
Xiaolong Li	1
Xuedong Huang	2
Y C Wang	1
Yanli Zheng	1
Yanyi Chen	1
Yaodong Zhang	1
Ye Yi Wang	1
Yifan Gong	8
Yoshinori Sagisaka	1
Yun Cheng Ju	1
Zahi N Karam	1
Zhen Hua Ling	1
Zhengyou Zhang	1
Zhi Quan Luo	1
Zicheng Liu	1

Richard_C Rose

nom collaborateur	nb de collaborations
A Keyvani	1
Aanchan Mohan	3
Aaron E Rosenberg	1
Aarthi M Reddy	2
Abdellah Fourtassi	1
Alexandros Potamianos	1
Alfred Mertins	1
André Coy	1
Anjali Menon	1
Antonio Miguel	1
Aren Jansen	2
Ariya Rastrow	4
Arnab Ghoshal	4
Atta Norouzian	4
Balakrishnan Varadarajan	1
Benjamin Börschinger	1
Biing-Hwang Fred Juang	1
Bojana Gajic	1
C H Lee	1
Chengyuan Ma	1
Chia Ying Lee	1
Christian J Wellekens	1
Christophe Ris	1
Daniel Povey	4
David F Harwath	1
Denis Jouvet	1
Douglas A Reynolds	3
Douglas B Paul	1
E Bennett	1
Eduardo Lleida-Solano	3
Edward M Hofstetter	3
Emmanuel Dupoux	2
Eric I Chang	1
Ewan Dunbar	1
Florian Metze	1
Giuseppe Riccardi	2
Hongxun Yao	1
Hynek Hermansky	2
Ian Mcgraw	1
Iker Arizmendi	2
Izhak Shafran	1
J Fitzmaurice	1
J Wright	1
Jean-Guy Dahan	1
John J Godfrey	1
Jordan R Cohen	1
Justin Chiu	1
Kai Feng	4
Karel Veselý	1
Keith Levin	1
Kenneth Ward Church	1
L Rodriguez	1
Li Lee	1
Luciano Fissore	1
Lukáš Burget	5
M E Johnson	1
Martin Karafiát	5
Matthew Maciejewski	1
Matthew Wiesner	1
Michael L Seltzer	1
Mohamed Faouzi Benzeghiba	1
Mohit Agarwal	4
Nagendra Goel	4
Naomi H Feldman	2
Olivier Deroo	1
Ondřej Glembek	4
Oscar Saz	1
P Momayyez	1
Paul Kenny	1
Peter E Clark	1
Petr Schwarz	4
Pietro Laface	1
Pinar Akyazi	4
R De More	1
R Richardson	1
R P Lippmann	1
Richard M Stern	1
S Cox	1
S C Yin	3
S H Ghalehjegh	5
Samuel Thomas	5
Sanjeev Khudanpur	2
Sarangarajan Parthasarathy	2
Sharon Goldwater	1
Shirin Badiezadegan	1
Shrikanth S Narayanan	1
Sri Harish Mallidi	1
Stephane Dupont	1
T Erbes	1
Tetsuji Ogawa	1
Thomas Schatz	1
Tianhe Zhang	1
Vijayaditya Peddinti	2
Vikrant Singh Tomar	2
Vishwa N Gupta	1
Vivek Tyagi	1
Yun Tang	3

Hynek Hermansky

nom collaborateur	nb de collaborations
Abdellah Fourtassi	1
Anjali Menon	1
Aren Jansen	5
Ariya Rastrow	1
Aruna Bayya	2
Atta Norouzian	1
B Zhang	1
Balaji Vasan Srinivasan	1
Balakrishnan Varadarajan	1
Bayya Yegnanarayana	3
Benjamin Börschinger	1
C M White	2
Carlos Avendano	2
Chia Ying Lee	1
Chuck Wooters	1
D R W Ellis	1
Damianos Karakos	1
Daniel Garcia Romero	1
Daniel P W Ellis	1
David F Harwath	1
Dirk Van Compernolle	1
Dmitry N Zotkin	1
E Bennett	1
Ehsan Variani	1
Emmanuel Dupoux	2
Eric A Wan	1
Ewan Dunbar	1
Fabio Valente	2
Fei Sha	1
Feipeng Li	1
Florian Metze	1
G Tong	1
Garimella S V S Sivaram	5
Geoffrey Zweig	3
Gregory Sell	1
H Yang	1
Hans Günter Hirsch	2
Hemant Misra	2
Hervé Bourlard	4
Ian Mcgraw	1
J T Kao	1
Jan Honza Cernocký	1
Jeff Z Ma	1
Joachim Koehler	1
Joel Pinto	2
John J Godfrey	1
Jordan R Cohen	1
Justin Chiu	1
Karel Veselý	1
Keith Kintzley	1
Keith Levin	1
Kenneth Ward Church	2
Kris Demuynck	1
Les Atlas	1
Lukáš Burget	3
M Magimai Doss	2
M E Johnson	1
M Q Wang	1
Majid Mirbagheri	1
Malcolm Slaney	1
Matthew Maciejewski	1
Matthew Wiesner	1
Mehdi Soufifar	1
Michael L Seltzer	2
Mirko Hannemann	1
Misha Pavel	1
Mounya Elhilali	2
Najim Dehak	1
Naomi H Feldman	2
Nelson Morgan	5
Nima Mesgarani	2
Noboru Kanedera	1
Oldřich Plchot	1
Ondřej Glembek	1
P Satyanarayana Murthy	1
Padmanabhan Rajan	1
Patrick Nguyen	2
Pavel Matejka	2
Peter E Clark	3
Petr Fousek	1
Petr Motlícek	1
Petr Schwarz	2
Phil Kohn	2
Pratibha Jain	1
R Richardson	1
Ramani Duraiswami	1
Richard C Rose	2
Richard M Schwartz	1
Richard M Stern	1
S Tibrewala	1
S A Shamma	1
S H Mallidi	3
Sachin S Kajarekar	2
Samuel Thomas	11
Samuel R Bowman	1
Sandro Cumani	1
Sanjeev Khudanpur	3
Sarel Van Vuuren	1
Shachi Sharma	3
Shajith Ikbal	2
Sharon Goldwater	1
Spyros Matsoukas	1
Sri Harish Mallidi	1
Sridhar Krishna Nemala	2
Sriram Ganapathy	5
Steven Greenberg	1
Su Lin Wu	1
Sunil Sivadas	3
Takayuki Arai	1
Tetsuji Ogawa	1
Thomas Janu	1
Thomas Schatz	1
Trac D Tran	1
V Ullal	1
Vijayaditya Peddinti	4
X Zhou	2
Y Luo	1
Zheng-Hua Tan	1

Sanjeev Khudanpur

nom collaborateur	nb de collaborations
Abdellah Fourtassi	1
Abhinav Sethy	1
Adam López	3
Adrian Corduneanu	1
Ananth Sankar	1
Anjali Menon	1
Anoop Deoras	1
Arda Celebi	1
Aren Jansen	1
Ariya Rastrow	2
Arnab Ghoshal	3
Ashvin Kannan	2
Atta Norouzian	1
Bagher Babaali	1
Balakrishnan Varadarajan	1
Benjamin Börschinger	1
Bhaskara Marthi	1
Bhuvana Ramabhadran	1
Brian Roark	3
C M White	2
Carey E Priebe	2
Chia Ying Lee	1
Chris Callison Burch	3
Chuck Wooters	1
Costas Boulis	1
Damianos Karakos	6
Daniel Povey	5
Daniel M Bikel	3
Darcey Riley	3
David Farris	1
David Yarowsky	1
David F Harwath	1
Dietrich Klakow	1
Dimitra Vergyri	1
E Bennett	1
Emily Tucker Prud'Hommeaux	3
Emmanuel Dupoux	2
Enrico Bocchieri	1
Erinç Dikici	1
Eva Hasler	3
Ewan Dunbar	1
Florian Metze	1
Garimella S V S Sivaram	1
Gaurav Kumar	1
George Zavaliagkos	1
Guoguo Chen	2
Harriet J Nock	1
Haşim Sak	1
Heather Collier	1
Hynek Hermansky	3
Ian Mcgraw	1
Izhak Shafran	3
J A Smith	1
Jan Trmal	3
Jan Honza Cernocký	2
Jason M Eisner	2
John Morgan	1
John J Godfrey	1
Jonathan Wintrode	1
Jordan R Cohen	1
Joseph Picone	1
Joyce Mcdonough	1
Juan M Huerta	1
Jun Wu	2
Justin Chiu	1
Karel Veselý	1
Keith Levin	1
Keith B Hall	3
Kenji Sagae	3
Kenneth Ward Church	1
Korbinian Riedhammer	1
Lukáš Burget	3
M Ulinski	1
M E Johnson	1
Maider Lehr	3
Mark Dredze	1
Markus Dreyer	1
Martin Jansche	1
Martin Karafiát	1
Matt Post	4
Matthew Maciejewski	1
Matthew Wiesner	1
Michael Finke	1
Michael D Riley	2
Michael L Seltzer	1
Mirko Hannemann	1
Murat Saraçlar	5
Naomi H Feldman	2
Nathan Glenn	3
Nino Peterek	1
Ozgiir Yilmaz	1
Pavel Matejka	1
Pegah Ghahremani	1
Peter Beyerlein	1
Peter E Clark	1
Petr Schwarz	1
Philipp Koehn	3
Puyang Xu	3
R Richardson	1
Richard C Rose	2
Richard M Stern	1
Samuel Thomas	1
Sharon Goldwater	1
Sid Berkowitz	1
Sri Harish Mallidi	1
Stefan Kombrink	2
T T Wang	1
Tetsuji Ogawa	1
Thomas Schatz	1
Tomáš Mikolov	2
V Balakrishnan	1
Vaibhava Goel	1
Vassil Panayotov	1
Vassilios V Digalakis	1
Vijayaditya Peddinti	2
William J Byrne	4
Woosung Kim	1
Xiaohui Zhang	1
Yuan Cao	3

Frank_K Soong

nom collaborateur	nb de collaborations
Aaron E Rosenberg	2
Aki Kunikoshi	1
B L Tseng	1
Beiqiang Dai	2
Biing-Hwang Fred Juang	5
Bo Fan	1
Bo Yuan	1
C H Lee	1
C S Huang	1
Chang D Yoo	1
Chao Shih Huang	4
Chen Yu Yang	1
Chi Shi Liu	1
Chin Hui P Lee	2
Cong Liu	1
Dongwen Ying	1
E F Huang	2
Eric A Woudenberg	1
Feng Zhang	1
Filipp Korkmazsky	1
Florian Hilger	1
Gongshen Liu	1
H C Wang	1
Hai Zhao	1
Hao Wang	1
Helen M Meng	2
Hermann Ney	1
Hong Goo Kang	1
Hui Jiang	3
Hui Liang	1
Hyunson Seo	1
J K Chen	1
Jae Bok Kim	1
Jen Tzung Chien	1
Ji Xu	1
Jiali You	2
Jian Lai Thou	1
Jianfeng Gao	1
Jianlai Zhou	3
Jianwu Dang	1
Jielin Pan	1
Jing Zheng	1
Jinlin Wang	1
Jun Du	1
Junfeng Li	1
Jung Kuei Chen	1
Lei He	2
Lei Ma	1
Lei Xie	1
Li Rong Dai	1
Lijuan Wang	5
Lin Shan Lee	1
Mi Chu	1
Min Chu	2
Minho Jin	1
Nobuaki Minematsu	1
Olivier Siohan	1
Pak Chung Ching	1
Peilu Wang	1
Peng Yuan Liu	6
Ping Zhang	1
Qingqing Zhang	1
Raziel Haimi Cohen	2
Ren Hua Wang	6
S A Euler	1
Shi-Wook Lee	1
Sunil K Gupta	1
Tan Lee	2
Tao Hu	1
Tor André Myrvoll	2
Wai Kit Lo	1
Wei Han	2
Wei Ping Ye	1
Wenping Hu	2
Wu Guo	1
Xi Zhou	1
Xiao Bing Li	1
Xiaobo Zhou	1
Xiaodan Zhuang	1
Xiaotian Zhang	1
Xinqiang Ni	1
Xugang Lu	1
Yang Jiao	1
Yanhua Long	1
Yanlu Xie	1
Yao Qian	13
Ye Tian	1
Yijian Wu	3
Yingchun Huang	1
Yining Chen	4
Yong Zhao	1
Yonghong Yan	2
Yu Shi	3
Yu Zhang	2
Yuchen Fan	2
Yundi Qian	1
Yuqiang Chen	1
Zhen Xuan Luo	1
Zhengyu Zhou	1
Zhi Jie Yan	5
Zhizheng Wu	1

Daniel Povey

nom collaborateur	nb de collaborations
Ariya Rastrow	4
Arnab Ghoshal	6
Bagher Babaali	1
Balakrishnan Varadarajan	2
Bhuvana Ramabhadran	2
Bowen Zhou	1
Brian E D Kingsbury	7
David Imseng	1
David Yarowsky	1
Dimitri Kanevsky	1
G F Choueiter	1
Ganesh N Ramaswamy	1
Gaurav Kumar	1
Geoffrey Zweig	6
George Saon	8
Gunnar Evermann	1
Guoguo Chen	2
Hagen Soltau	5
Haihua Xu	1
Hervé Bourlard	1
Hong Kwang Kuo	2
J Kuo	1
Jan Trmal	3
Jason Pelecanos	1
Jie Zhu	1
Kai Feng	4
Kaisheng Yao	1
Karthik Visweswariah	1
Korbinian Riedhammer	2
Lidia Mangu	7
Lukáš Burget	4
Mark J F Gales	2
Martin Karafiát	6
Matt Post	1
Mirko Hannemann	1
Mohamed Afify	1
Mohit Agarwal	4
Nagendra Goel	4
Ngoc Thang Vu	2
Olivier Siohan	1
Ondřej Glembek	4
Oriol Vinyals	1
Ozgiir Yilmaz	1
Pegah Ghahremani	1
Petr Motlícek	2
Petr Schwarz	5
Philip Charles Woodland	5
Pinar Akyazi	4
Qin Shi	1
Richard C Rose	4
Ruhi Sarikaya	1
Samuel Thomas	4
Sanjeev Khudanpur	5
Satya Dharanipragada	1
Shilei Zhang	1
Stanley F Chen	1
Stephen M Chu	5
Suman V Ravuri	1
Tanja Schultz	2
Thomas Hain	1
Tobias Bocklet	1
Upendra V Chaudhari	1
Vassil Panayotov	1
Xiaohui Zhang	1
Y Dong	1
Yong Qin	1
Yuqing Gao	1

Mark_J_F Gales

nom collaborateur	nb de collaborations
A Aiyer	1
A V I Rosti	1
Abdel Messaoudi	1
Abhinav Sethy	2
Anton Ragni	6
Bhuvana Ramabhadran	2
Bin Jia	2
Brian E D Kingsbury	2
C Longworth	1
Catherine Breslin	2
Chandra Kant Raut	1
Chunyang Wu	1
D Y Kim	2
Daniel Povey	2
David Mrva	3
David Nolden	2
David Pye	2
Dimitri Kanevsky	1
Ellen M Eide	1
Federico Flego	4
Florian Eyben	1
Frank Diehl	3
Gunnar Evermann	3
H E Liao	1
Haitian Xu	1
Heiga Zen	2
Hichem Sahbi	1
Ho Yin Chan	3
J Park	2
J F Yang	1
James L Hieronymus	2
Javier Latorre	4
Jean-Luc Gauvain	1
Jia Cui	2
Jonathan Mamou	2
Junichi Yamagishi	1
K Knill	6
K B Yu	8
K K Chin	2
Kate Mary Knill	3
Kate M Knill	1
Kayoko Yanagisawa	1
Keiichi Tokuda	1
Kham Nguyen	1
Khe Chai Sim	8
L Wang	3
Langzhou Chen	4
Lidia Mangu	2
Long Nguyen	1
Lori Lamel	1
M L Layton	1
Marcus Tomalin	4
Masami Akamine	5
Masatsune Tamurd	1
Matthew Stephen Seigel	1
Michael A Picheny	3
Norbert Braunschweiler	3
P Olsen	1
Phil Woodland	3
Philip Charles Woodland	26
Pierre Lanchantin	1
Pirros Tsiakoulis	1
R M K Sinha	3
Ralf Schlüter	2
Ramesh A Gopinath	1
Ranniery Das Maia	2
Rogier C Van Dalen	4
S S Airey	1
S S Chen	1
S X Zhang	1
Sabine Buchholz	2
Shi Xiong Zhang	1
Simon King	1
Spyros Matsoukas	1
Stephen J Young	3
T D Ng	1
Takuya Yoshioka	2
Thomas Drugman	1
Thomas Hain	1
Vincent Wan	2
William J Byrne	1
X Chen	1
X A Liu	13
Xiaodong Cui	2
Xie Chen	5
Xunying Liu	3
Y Dong	1
Y C Wang	1
Y Q Wang	2
Yamato Ohtani	1
Yannis Stylianou	2
Yoshihiko Nankaku	1

Bhuvana Ramabhadran

nom collaborateur	nb de collaborations
A Carmi	1
A-R Mohamed	1
A R Mohamed	2
Abhinav Sethy	19
Ahmad Emami	1
Alexander Sorin	1
Andrej Sakrajda	1
Andrew Aaron	1
Ariya Rastrow	2
Asaf Rendel	1
B Tydlitat	1
Benoit Maison	1
Bin Zhang	1
Brian E D Kingsbury	11
C M White	1
Carolina Parada	1
Chengjun Julian Chen	1
Christian Plahl	1
Christopher M White	1
D Can	1
D S Yuk	1
Dan Ning Jiang	1
Daniel Povey	2
David Nahamoo	5
David Nolden	2
Dimitri Kanevsky	7
Ebru Arisoy	4
Ellen M Eide	2
Erica Cooper	2
G E Dahl	1
Gakuto Kurata	1
Ganesh N Ramaswamy	1
Geoffrey Zweig	1
Geoffrey E Hinton	2
George Saon	4
H Avron	1
Hagai Aronowitz	1
Hakan Erdogan	1
Harry Printz	1
J M Leroux	1
James K Baker	1
Janice Kim	1
Jia Cui	4
Jie Zhou	1
Jing-Yi Huang	1
Jonathan Mamou	5
K Knill	2
Karthik Visweswariah	2
Kartik Audhkhasi	2
L R Bahl	2
Lidia Mangu	5
M Kuritzky	1
Mark Dredze	1
Mark Epstein	1
Mark J F Gales	2
Markus Dreyer	1
Martin Franz	1
Masafumi Nishimura	1
Michael A Picheny	7
Miroslav Novak	1
Mohamed Afify	1
Mukund Padmanabhan	2
Murat Saraçlar	2
Nobuyasu Itoh	2
Olivier Siohan	2
Orith Toledo Ronen	1
P Olsen	1
P M Shah	1
Patrick J Wolfe	1
Paul Vozila	1
Paul S Cohen	1
Peder A Olsen	1
Peter V De Souza	1
Philip Charles Woodland	2
Po Sen Huang	1
Puming Zhan	1
Rajesh Balchandran	1
Ralf Schlüter	2
Raul Fernandez	3
Rohit Prabhavalkar	1
Ron Hoory	2
Ruhi Sarikaya	2
Ryuki Tachibana	1
S D Chen	2
Sanjeev Khudanpur	1
Satya Dharanipragada	1
Shay Maymon	1
Shrikanth S Narayanan	3
Srikanth Vishnubhotla	1
Stanley F Chen	4
Stephen Minnis	1
T Mathes	1
T Sainath	1
Takashi Fukuda	1
Tara N Sainath	16
Upendra V Chaudhari	1
Vaibhava Goel	2
Vijayaditya Peddinti	1
Vikas Sindhwani	2
X Luo	1
Xiaodong Cui	3
Y Erez	1
Yuqing Gao	1

Tableau de répartition des productions par conférence (ou année)

Permet de connaître que X auteurs ont publié dans une conférence, Y auteurs dans deux conférences etc.

nb de conférences	nb d'auteurs	exemple
1	7457	A Abdelsalam
2	1795	A Alkhairy
3	816	A Asif
4	460	A Akan
5	270	A Alvarez
6	183	A W H Khong
7	133	Akinori Ito
8	70	Akinobu Lee
9	70	Bing Xiang
10	64	Abhinav Sethy
11	39	Aaron E Rosenberg
12	41	Andreas S Spanias
13	26	Ben P Milner
14	18	Bhuvana Ramabhadran
15	18	B D Rao
16	13	Andreas Stolcke
17	4	Akihiko Sugiyama
18	9	Mari Ostendorf
19	5	Abeer A Alwan
20	10	Bhiksha Raj
21	5	Alan Mccree
22	4	Alejandro Acero
23	10	Alex Waibel
24	1	Hynek Hermansky
26	2	Hermann Ney

Auteurs qui ont publié dans le plus d'événements	Nb
Hermann Ney, Willem Bastiaan Kleijn	2

Tableau de répartition des articles

Permet de connaître que X auteurs ont publié A articles, Y auteurs B articles etc.

nb d'articles	nb d'auteurs	exemple
1	7066	A Abdelsalam
2	1820	A Alkhairy
3	837	A Asif
4	467	A Benyassine
5	325	A Akan
6	204	A H Tewfik
7	134	Abdelhak M Zoubir
8	99	Akinori Ito
9	96	A W H Khong
10	60	Andrej Ljolje
11	47	Abhijeet Sangwan
12	48	Allen L Gorin
13	23	Christian J Wellekens
14	39	Aren Jansen
15	32	Aaron E Rosenberg
16	21	Alexandros Potamianos
17	25	Andrew Senior
18	20	Ben P Milner
19	14	Bayya Yegnanarayana
20	8	Allen Gersho
21	15	Akihiko Sugiyama
22	5	Abhinav Sethy
23	11	E A P Habets
24	8	B D Rao
25	12	Eng Siong Chng
26	7	Alan W Black
27	2	Kuldip K Paliwal
28	5	Alan Mccree
29	3	Kazuya Takeda
30	4	Geoffrey Zweig
31	7	Brian E D Kingsbury
32	3	James R Glass
33	1	Lori Lamel
34	2	Lukáš Burget
35	2	Bhiksha Raj
36	2	Elizabeth E Shriberg
37	5	Abeer A Alwan
38	4	Bo Ling Xu
40	5	Daniel Povey
41	2	Andreas Stolcke
42	1	Peter Vary
43	1	Richard M Schwartz
44	1	Richard M Stern
46	5	Björn Schuller
47	2	Bin Ma
48	1	Jean-Luc Gauvain
49	1	Hynek Hermansky
50	2	Bhuvana Ramabhadran
51	1	Deliang Wang
53	1	Keiichi Tokuda
54	3	Satoshi Nakamura
56	1	Hervé Bourlard
57	2	Chin Hui P Lee
59	2	Lin Shan Lee
65	2	Alex Waibel
67	1	Alejandro Acero
69	1	Li Deng
72	1	Haizhou Li
79	1	Hermann Ney
80	1	Mark J F Gales
90	1	Shrikanth S Narayanan
91	1	John H L Hansen

total elapsed time (read and display included)= 1.1290333333333333 minutes with 8 cores

computed on: Tue Sep 27 11:10:19 CEST 2016 from: METADONNEES_ICASSPS_HARMO.txt