Scores

NVIDIA Docs Hub NVIDIA NeMo Framework User Guide Scores

EN

Model Name	Language	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	NSC Part1	WSJ Dev 93	WSJ Eval 92
stt_en_citrinet_256	en	4.2 % WER	10.7 % WER	4.4 % WER	10.7 % WER
stt_en_citrinet_512	en	3.7 % WER	8.9 % WER	3.7 % WER	8.9 % WER
stt_en_citrinet_1024	en	3.7 % WER	8.3 % WER	3.6 % WER	7.9 % WER
stt_en_citrinet_256_gamma_0_25	en	4.7 %	10.6 %	4.8 %	10.7 %	8.3 %	5.8 %	3.6 %
stt_en_citrinet_512_gamma_0_25	en	4.0 %	9.0 %	3.9 %	9.0 %	6.9 %	4.4 %	3.6 %
stt_en_citrinet_1024_gamma_0_25	en	3.4 %	7.7 %	3.4 %	7.6 %	6.2 %	4.0 %	2.5 %

Model Name	Language	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Test-Set v8.0 (en)	MLS Dev (en)	MLS Test (en)	NSC Part1	NSC Part6	Peoples Speech Test v1	SLR 83 Test	WSJ Dev 93	WSJ Eval 92
stt_en_conformer_ctc_small	en	3.6	8.1	3.7	8.1
stt_en_conformer_ctc_medium	en	2.5	5.8	2.6	5.9
stt_en_conformer_ctc_large	en	1.9	4.4	2.1	4.5
stt_en_conformer_ctc_xlarge	en	1.77 %	3.79 %	2.00 %	3.74 %	7.88 %		5.99 %		6.44 %	22.90 %	5.50 %	2.36 %
stt_en_conformer_ctc_small_ls	en	3.3	8.8	3.4	8.8
stt_en_conformer_ctc_medium_ls	en	2.7	7.4	3.0	7.3
stt_en_conformer_ctc_large_ls	en	2.4	6.2	2.7	6.0
stt_en_conformer_transducer_small	en	2.8	6.6	2.5	6.6
stt_en_conformer_transducer_medium	en	2.0	4.6	2.1	4.7
stt_en_conformer_transducer_large	en	1.6	3.5	1.7	3.7
stt_en_conformer_transducer_large_ls	en	2.1	5.0	2.3	5.1
stt_en_conformer_transducer_xlarge	en	1.48 %	2.95 %	1.62 %	3.01 %	6.46 %	4.59 %	5.32 %	5.70 %	6.47 %	21.32 %		2.05 %	1.17 %
stt_en_conformer_transducer_xxlarge	en	1.52 %	3.09 %	1.72 %	3.14 %		5.29 %	5.85 %	6.64 %				2.42 %	1.49 %
stt_en_fastconformer_hybrid_large_streaming_80ms (CTC)	en			3.5 %	8.1 %		10.2 %	7.2 %					3.5 %	2.3 %
stt_en_fastconformer_hybrid_large_streaming_480ms (CTC)	en			3.6 %	7.5 %		9.8 %	7.0 %					3.5 %	2.1 %
stt_en_fastconformer_hybrid_large_streaming_1040ms (CTC)	en			2.7 %	6.4 %		9.0 %	7.0 %					3.2 %	1.9 %
stt_en_fastconformer_hybrid_large_streaming_80ms (RNNT)	en			2.7 %	6.5 %		9.1 %	6.9 %					3.2 %	1.9 %
stt_en_fastconformer_hybrid_large_streaming_480ms (RNNT)	en			2.7 %	6.1 %		8.5 %	6.7 %					3.1 %	1.8 %
stt_en_fastconformer_hybrid_large_streaming_1040ms (RNNT)	en			2.3 %	5.5 %		8.0 %	6.6 %					2.9 %	1.6 %
stt_en_fastconformer_hybrid_large_streaming_multi (RNNT - 0ms)	en				7.0 %
stt_en_fastconformer_hybrid_large_streaming_multi (RNNT - 80ms)	en				6.4 %
stt_en_fastconformer_hybrid_large_streaming_multi (RNNT - 480)	en				5.7 %
stt_en_fastconformer_hybrid_large_streaming_multi (RNNT - 1040)	en				5.4 %
stt_en_fastconformer_hybrid_large_streaming_multi (CTC - 0ms)	en				8.4 %
stt_en_fastconformer_hybrid_large_streaming_multi (CTC - 80ms)	en				7.8 %
stt_en_fastconformer_hybrid_large_streaming_multi (CTC - 480)	en				6.7 %
stt_en_fastconformer_hybrid_large_streaming_multi (CTC - 1040)	en				6.2 %

Model Name	Language	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Test-Set v8.0 (en)	MLS Dev (en)	MLS Test (en)	NSC Part1	NSC Part6	Peoples Speech Test v1	SLR 83 Test	WSJ Dev 93	WSJ Eval 92
stt_en_contextnet_256	en	3.3 %	7.9 %	3.3 %	8.0 %		9.7 %	11.0 %	7.1 %				4.6 %	3.2 %
stt_en_contextnet_512	en	2.0 %	4.8 %	2.2 %	5.0 %		6.6 %	7.3 %	5.9 %				2.8 %	1.4 %
stt_en_contextnet_1024	en	1.7 %	3.8 %	1.9 %	4.0 %	7.9 %		5.9 %	5.2 %	6.5 %	21.7 %	4.7 %	2.3 %	1.3 %
stt_en_contextnet_256_mls	en		9.0 %		9.2 %		9.4 %	10.9 %
stt_en_contextnet_512_mls	en		5.2 %		5.2 %		5.6 %	6.6 %
stt_en_contextnet_1024_mls	en		4.1 %		4.2 %		4.6 %	5.6 %

Model Name	Language	EuroParl Test Set (en)	Fisher Test Set (en)	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Test-Set v11.0 (en)	MLS Test (en)	NSC Part1	SPGI Test	VoxPopuli Test (en)
stt_en_fastconformer_ctc_large	en			1.9	4.2	2.1	4.2
stt_en_fastconformer_transducer_large	en			2.0	3.8	1.8	3.8
stt_en_fastconformer_hybrid_large_pc	en	8.0 %	10.3 %			2.0 %	4.1 %	8.2 %	4.5 %	4.6 %	2.3 %	4.5 %

Model Name	Language	EuroParl Test Set (en)	Fisher Test Set (en)	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Test-Set v11.0 (en)	MCV Test-Set v8.0 (en)	MLS Dev (en)	MLS Test (en)	NSC Part1	NSC Part6	Peoples Speech Test v1	SLR 83 Test	SPGI Test	VoxPopuli Test (en)	WSJ Dev 93	WSJ Eval 92
stt_en_jasper10x5dr	en			3.74	10.21

Model Name	Language	EuroParl Test Set (en)	Fisher Test Set (en)	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Test-Set v11.0 (en)	MCV Test-Set v8.0 (en)	MLS Dev (en)	MLS Test (en)	NSC Part1	NSC Part6	Peoples Speech Test v1	SLR 83 Test	SPGI Test	VoxPopuli Test (en)	WSJ Dev 93	WSJ Eval 92
stt_en_quartznet15x5	en			4.38	11.3

Model Name	Language	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other
stt_en_squeezeformer_ctc_xsmall_ls	en	3.6 %	9.7 %	3.8 %	9.4 %
stt_en_squeezeformer_ctc_small_ls	en	2.9 %	7.4 %	3.1 %	7.4 %
stt_en_squeezeformer_ctc_small_medium_ls	en	2.7 %	7.0 %	2.8 %	7.1 %
stt_en_squeezeformer_ctc_medium_ls	en	2.4 %	6.2 %	2.6 %	6.3 %
stt_en_squeezeformer_ctc_medium_large_ls	en	2.3 %	6.0 %	2.5 %	5.9 %
stt_en_squeezeformer_ctc_large_ls	en	2.3 %	5.7 %	2.4 %	5.7 %

BE

Model Name	Language	MCV Test-Set v10 (be)
stt_be_conformer_ctc_large	be	4.7 %
stt_be_conformer_transducer_large	be	3.8 %

BY

Model Name	Language	MCV Dev-Set v12.0 (be)	MCV Test-Set v12.0 (be)
stt_by_fastconformer_hybrid_large_pc	by	2.7 %	2.7 %

CA

Model Name	Language	MCV Dev-Set (v??) (ca)	MCV Dev-Set v9.0 (ca)	MCV Test-Set v9.0 (ca)
stt_ca_conformer_ctc_large	ca		4.70	4.27
stt_ca_conformer_transducer_large	ca		4.43	3.85

Model Name	Language	MCV Dev-Set (v??) (ca)	MCV Dev-Set v9.0 (ca)	MCV Test-Set v9.0 (ca)
stt_ca_quartznet15x5	ca	6.0

DE

Model Name	Language	MCV Dev-Set (v??) (de)	MCV Dev-Set v12.0 (de)	MCV Dev-Set v7.0 (de)	MCV Test-Set v12.0 (de)	MCV Test-Set v7.0 (de)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (de)	VoxPopuli Test (de)
stt_de_citrinet_1024	de			6.63		7.59	4.06	5.07	12.33	10.02

Model Name	Language	MCV Dev-Set (v??) (de)	MCV Dev-Set v12.0 (de)	MCV Dev-Set v7.0 (de)	MCV Test-Set v12.0 (de)	MCV Test-Set v7.0 (de)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (de)	VoxPopuli Test (de)
stt_de_conformer_ctc_large	de			5.84		6.68	3.85	4.63	12.56	10.51
stt_de_conformer_transducer_large	de			4.75		5.36	3.46	4.19	11.21	9.14

Model Name	Language	MCV Dev-Set (v??) (de)	MCV Dev-Set v12.0 (de)	MCV Dev-Set v7.0 (de)	MCV Test-Set v12.0 (de)	MCV Test-Set v7.0 (de)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (de)	VoxPopuli Test (de)
stt_de_contextnet_1024	de			4.76		5.5	3.53	4.2	11.32	9.4

Model Name	Language	MCV Dev-Set (v??) (de)	MCV Dev-Set v12.0 (de)	MCV Dev-Set v7.0 (de)	MCV Test-Set v12.0 (de)	MCV Test-Set v7.0 (de)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (de)	VoxPopuli Test (de)
stt_de_fastconformer_hybrid_large_pc	de		4.2 %		4.9 %		3.3 %	3.8 %	10.8 %	8.7 %

Model Name	Language	MCV Dev-Set (v??) (de)	MCV Dev-Set v12.0 (de)	MCV Dev-Set v7.0 (de)	MCV Test-Set v12.0 (de)	MCV Test-Set v7.0 (de)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (de)	VoxPopuli Test (de)
stt_de_quartznet15x5	de	11.78

ENES

Model Name	Language	Fisher-Dev-En	Fisher-Dev-Es	Fisher-Test-En	Fisher-Test-Es	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Dev-Set v7.0 (en)	MCV Dev-Set v7.0 (es)	MCV Test-Set v7.0 (en)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Dev (es)	MLS Test (en)	MLS Test (es)	VoxPopuli Dev (en)	VoxPopuli Dev (es)	VoxPopuli Test (en)	VoxPopuli Test (es)
stt_enes_conformer_ctc_large	enes		16.7 %			2.2 %	5.5 %	2.6 %	5.5 %	5.8 %					3.5 %				5.7 %
stt_enes_conformer_ctc_large_codesw	enes		16.51 %		16.31 %	2.22 %	5.36 %	2.55 %	5.38 %		5.00 %		5.51 %		3.46 %		3.73 %		5.58 %		6.63 %
stt_enes_conformer_transducer_large	enes		16.2 %			2.0 %	4.6 %	2.2 %	4.6 %	5.0 %					3.3 %				5.3 %
stt_enes_conformer_transducer_large_codesw	enes	15.70 %		15.66 %		1.97 %	4.54 %	2.17 %	4.53 %	4.51 %		5.06 %		3.27 %		3.67 %		5.28 %		6.54 %

Model Name	Language	Fisher-Dev-En	Fisher-Dev-Es	Fisher-Test-En	Fisher-Test-Es	Librispeech Dev-Clean	Librispeech Dev-Other	Librispeech Test-Clean	Librispeech Test-Other	MCV Dev-Set v7.0 (en)	MCV Dev-Set v7.0 (es)	MCV Test-Set v7.0 (en)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Dev (es)	MLS Test (en)	MLS Test (es)	VoxPopuli Dev (en)	VoxPopuli Dev (es)	VoxPopuli Test (en)	VoxPopuli Test (es)
stt_enes_contextnet_large	enes		14.8 %			2.2 %	5.6 %	2.3 %	5.5 %	4.7 %					3.0 %				5.0 %

EO

Model Name	Language	MCV Dev-Set v11.0 (eo)	MCV Test-Set v11.0 (eo)
stt_eo_conformer_ctc_large	eo	2.9 %	4.8 %
stt_eo_conformer_transducer_large	eo	2.4 %	4.0 %

ES

Model Name	Language	Call Home Dev Test (es)	Call Home Eval Test (es)	Call Home Train (es)	Fisher Dev Set (es)	Fisher Test Set (es)	MCV Dev-Set (v??) (es)	MCV Dev-Set v12.0 (es)	MCV Dev-Set v7.0 (es)	MCV Test-Set (v??) (es)	MCV Test-Set v12.0 (es)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (es)	VoxPopuli Test (es)
stt_es_citrinet_512	es						9.1 % WER			10.3 % WER			4.9 % WER	5.2 % WER
stt_es_citrinet_1024_gamma_0_25	es	19.9 %	21.3 %	19.1 %	15.8 %	15.9 %			6.1 %			6.8 %	3.5 %	4.1 %	5.6 %	7.0 %

Model Name	Language	Call Home Dev Test (es)	Call Home Eval Test (es)	Call Home Train (es)	Fisher Dev Set (es)	Fisher Test Set (es)	MCV Dev-Set (v??) (es)	MCV Dev-Set v12.0 (es)	MCV Dev-Set v7.0 (es)	MCV Test-Set (v??) (es)	MCV Test-Set v12.0 (es)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (es)	VoxPopuli Test (es)
stt_es_conformer_ctc_large	es	23.7 %	25.3 %	22.4 %	18.3 %	18.5 %			6.3 %			6.9 %	4.3 %	4.2 %	6.1 %	7.5 %
stt_es_conformer_transducer_large	es	18.0 %	19.4 %	17.2 %	14.7 %	14.8 %			4.6 %			5.2 %	2.7 %	3.2 %	4.7 %	6.0 %

Model Name	Language	Call Home Dev Test (es)	Call Home Eval Test (es)	Call Home Train (es)	Fisher Dev Set (es)	Fisher Test Set (es)	MCV Dev-Set (v??) (es)	MCV Dev-Set v12.0 (es)	MCV Dev-Set v7.0 (es)	MCV Test-Set (v??) (es)	MCV Test-Set v12.0 (es)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (es)	VoxPopuli Test (es)
stt_es_contextnet_1024	es	19.1 %	20.7 %	18.2 %	15.3 %	15.1 %			4.8 %			5.2 %	3.1 %	3.5 %	5.1 %	6.2 %

Model Name	Language	Call Home Dev Test (es)	Call Home Eval Test (es)	Call Home Train (es)	Fisher Dev Set (es)	Fisher Test Set (es)	MCV Dev-Set (v??) (es)	MCV Dev-Set v12.0 (es)	MCV Dev-Set v7.0 (es)	MCV Test-Set (v??) (es)	MCV Test-Set v12.0 (es)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (es)	VoxPopuli Test (es)
stt_es_fastconformer_hybrid_large_pc	es				29.4 %	28.9 %		7.1 %			7.5 %		10.6 %	11.8 %	8.6 %	9.8 %

Model Name	Language	Call Home Dev Test (es)	Call Home Eval Test (es)	Call Home Train (es)	Fisher Dev Set (es)	Fisher Test Set (es)	MCV Dev-Set (v??) (es)	MCV Dev-Set v12.0 (es)	MCV Dev-Set v7.0 (es)	MCV Test-Set (v??) (es)	MCV Test-Set v12.0 (es)	MCV Test-Set v7.0 (es)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (es)	VoxPopuli Test (es)
stt_es_quartznet15x5	es						12.97

FR

Model Name	Language	MCV Dev-Set (v??) (fr)	MCV Dev-Set v7.0 (fr)	MCV Dev-Set v7.0 (fr) (No Hyphen)	MCV Test-Set v7.0 (fr)	MCV Test-Set v7.0 (fr) (No Hyphen)	MLS Dev (en)	MLS Dev (en) (No Hyphen)	MLS Test (en)	MLS Test (en) (No Hyphen)
stt_fr_citrinet_1024_gamma_0_25	fr		10.76	9.90	12.20	11.11	6.66	6.19	5.53	5.12

Model Name	Language	MCV Dev-Set (v??) (fr)	MCV Dev-Set v7.0 (fr)	MCV Dev-Set v7.0 (fr) (No Hyphen)	MCV Test-Set v7.0 (fr)	MCV Test-Set v7.0 (fr) (No Hyphen)	MLS Dev (en)	MLS Dev (en) (No Hyphen)	MLS Test (en)	MLS Test (en) (No Hyphen)
stt_fr_conformer_ctc_large	fr		8.35	7.88	9.63	9.01	5.88	5.90	4.91	4.63
stt_fr_conformer_transducer_large	fr		6.85		7.95		5.05		4.10

Model Name	Language	MCV Dev-Set (v??) (fr)	MCV Dev-Set v7.0 (fr)	MCV Dev-Set v7.0 (fr) (No Hyphen)	MCV Test-Set v7.0 (fr)	MCV Test-Set v7.0 (fr) (No Hyphen)	MLS Dev (en)	MLS Dev (en) (No Hyphen)	MLS Test (en)	MLS Test (en) (No Hyphen)
stt_fr_contextnet_1024	fr		8.32		9.42		6.02		5.01

Model Name	Language	MCV Dev-Set (v??) (fr)	MCV Dev-Set v7.0 (fr)	MCV Dev-Set v7.0 (fr) (No Hyphen)	MCV Test-Set v7.0 (fr)	MCV Test-Set v7.0 (fr) (No Hyphen)	MLS Dev (en)	MLS Dev (en) (No Hyphen)	MLS Test (en)	MLS Test (en) (No Hyphen)
stt_fr_quartznet15x5	fr	14.01

HR

Model Name	Language	ParlaSpeech Dev-Set v1.0 (hr)	ParlaSpeech Test-Set v1.0 (hr)	Parlaspeech Dev-Set (v??) (hr)	Parlaspeech Test-Set (v??) (hr)
stt_hr_conformer_ctc_large	hr	4.43	4.70
stt_hr_conformer_transducer_large	hr	4.56	4.69

Model Name	Language	ParlaSpeech Dev-Set v1.0 (hr)	ParlaSpeech Test-Set v1.0 (hr)	Parlaspeech Dev-Set (v??) (hr)	Parlaspeech Test-Set (v??) (hr)
stt_hr_fastconformer_hybrid_large_pc	hr			4.5 %	4.2 %

IT

Model Name	Language	MCV Dev-Set (v??) (it)	MCV Dev-Set v11.0 (it)	MCV Dev-Set v12.0 (it)	MCV Test-Set v11.0 (it)	MCV Test-Set v12.0 (it)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (it)	VoxPopuli Test (it)
stt_it_conformer_ctc_large	it		5.38		5.92		13.16	10.62	13.43	16.75
stt_it_conformer_transducer_large	it		4.80		5.24		14.62	12.18	12.00	15.15

Model Name	Language	MCV Dev-Set (v??) (it)	MCV Dev-Set v11.0 (it)	MCV Dev-Set v12.0 (it)	MCV Test-Set v11.0 (it)	MCV Test-Set v12.0 (it)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (it)	VoxPopuli Test (it)
stt_it_fastconformer_hybrid_large_pc	it			5.2 %		5.8 %	13.6 %	11.5 %	12.7 %	15.6 %

Model Name	Language	MCV Dev-Set (v??) (it)	MCV Dev-Set v11.0 (it)	MCV Dev-Set v12.0 (it)	MCV Test-Set v11.0 (it)	MCV Test-Set v12.0 (it)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (it)	VoxPopuli Test (it)
stt_it_quartznet15x5	it	15.22

KAB

Model Name	Language	MCV Test-Set v10.0 (kab)
stt_kab_conformer_transducer_large	kab	18.86

NL

Model Name	Language	MCV Test-Set v12.0 (nl)	MLS Test (nl)
stt_nl_fastconformer_hybrid_large_pc	nl	9.2 %	12.1 %

PL

Model Name	Language	MCV Dev-Set (v??) (pl)	MCV Dev-Set v12.0 (pl)	MCV Test-Set v12.0 (pl)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (pl)	VoxPopuli Test (pl)
stt_pl_fastconformer_hybrid_large_pc	pl		6.0 %	8.7 %	7.1 %	5.8 %	11.3 %	8.5 %

Model Name	Language	MCV Dev-Set (v??) (pl)	MCV Dev-Set v12.0 (pl)	MCV Test-Set v12.0 (pl)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (pl)	VoxPopuli Test (pl)
stt_pl_quartznet15x5	pl	14

RU

Model Name	Language	GOLOS Crowd Test-Set (v??) (ru)	GOLOS Farfield Test-Set (v??) (ru)	Librispeech Test	MCV Dev-Set (v??) (ru)	MCV Dev-Set v10.0 (ru)	MCV Test-Set v10.0 (ru)
stt_ru_conformer_ctc_large	ru	2.8 %	7.1 %	13.5 %		3.9 %	4.3 %
stt_ru_conformer_transducer_large	ru	2.7%	7.6%	12.0%		3.5%	4.0%

Model Name	Language	GOLOS Crowd Test-Set (v??) (ru)	GOLOS Farfield Test-Set (v??) (ru)	Librispeech Test	MCV Dev-Set (v??) (ru)	MCV Dev-Set v10.0 (ru)	MCV Test-Set v10.0 (ru)
stt_ru_quartznet15x5	ru				16.23

RW

Model Name	Language	MCV Test-Set v9.0 (rw)
stt_rw_conformer_ctc_large	rw	18.2 %
stt_rw_conformer_transducer_large	rw	16.2 %

UA

Model Name	Language	MCV Test-Set v12.0 (ua)
stt_ua_fastconformer_hybrid_large_pc	ua	5.2 %

ZH

Model Name	Language	AIShell Dev-Android v2	AIShell Dev-Ios v1	AIShell Dev-Ios v2	AIShell Dev-Mic v2	AIShell Test-Android v2	AIShell Test-Ios v1	AIShell Test-Ios v2	AIShell Test-Mic v2
stt_zh_citrinet_512	zh		6.25%				6.44%
stt_zh_citrinet_1024_gamma_0_25	zh	5.2 %		4.8 %	5.2 %	5.5 %		5.1 %	5.5 %

Model Name	Language	AIShell Dev-Android v2	AIShell Dev-Ios v1	AIShell Dev-Ios v2	AIShell Dev-Mic v2	AIShell Test-Android v2	AIShell Test-Ios v1	AIShell Test-Ios v2	AIShell Test-Mic v2
stt_zh_conformer_transducer_large	zh	3.4		3.2	3.4	3.4		3.2	3.4

Scores with Punctuation and Capitalization

EN with P&C

Model Name	Language	EuroParl Test Set (en)	Fisher Test Set (en)	Librispeech Test-Clean	Librispeech Test-Other	MCV Test-Set v11.0 (en)	MLS Test (en)	NSC Part1	SPGI Test	VoxPopuli Test (en)
stt_en_fastconformer_hybrid_large_pc	en	12.5 %	19.0 %	7.3 %	9.2 %	10.1 %	12.7 %	7.2 %	5.1 %	6.7 %

BY with P&C

Model Name	Language	MCV Dev-Set v12.0 (be)	MCV Test-Set v12.0 (be)
stt_by_fastconformer_hybrid_large_pc	by	3.8 %	3.9 %

DE with P&C

Model Name	Language	MCV Dev-Set v12.0 (de)	MCV Test-Set v12.0 (de)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (de)	VoxPopuli Test (de)
stt_de_fastconformer_hybrid_large_pc	de	4.7 %	5.4 %	10.1 %	11.1 %	12.6 %	10.4 %

ES with P&C

Model Name	Language	Fisher Dev Set (es)	Fisher Test Set (es)	MCV Dev-Set v12.0 (es)	MCV Test-Set v12.0 (es)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (es)	VoxPopuli Test (es)
stt_es_fastconformer_hybrid_large_pc	es	14.7 %	14.6 %	4.5 %	5.0 %	3.1 %	3.9 %	4.4 %	5.6 %

HR with P&C

Model Name	Language	Parlaspeech Dev-Set (v??) (hr)	Parlaspeech Test-Set (v??) (hr)
stt_hr_fastconformer_hybrid_large_pc	hr	10.4 %	8.7 %

IT with P&C

Model Name	Language	MCV Dev-Set v12.0 (it)	MCV Test-Set v12.0 (it)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (it)	VoxPopuli Test (it)
stt_it_fastconformer_hybrid_large_pc	it	7.8 %	8.2 %	26.4 %	22.5 %	16.8 %	19.6 %

NL with P&C

Model Name	Language	MCV Test-Set v12.0 (nl)	MLS Test (nl)
stt_nl_fastconformer_hybrid_large_pc	nl	32.1 %	25.1 %

PL with P&C

Model Name	Language	MCV Dev-Set v12.0 (pl)	MCV Test-Set v12.0 (pl)	MLS Dev (en)	MLS Test (en)	VoxPopuli Dev (pl)	VoxPopuli Test (pl)
stt_pl_fastconformer_hybrid_large_pc	pl	8.9 %	11.0 %	16.0 %	11.0 %	14.0 %	11.4 %

UA with P&C

Model Name	Language	MCV Test-Set v12.0 (ua)
stt_ua_fastconformer_hybrid_large_pc	ua	7.3 %

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