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音声認識

音声認識は、音声をテキストに変換するタスクで、音声記録から単語を識別し、それを書き言葉に転写することを含みます。この技術の目的は、アクセント、話す速度、バックグラウンドノイズなどの要因を考慮しながら、リアルタイムまたは録音された音声コンテンツを正確に転写し、転写の精度と信頼性を向上させることです。音声認識技術は、人間とコンピュータの相互作用、自動字幕生成、音声アシスタントなどの分野で大きな応用価値を持っています。

リーダーボード

100 モデル 合計

ベンチマーク

LibriSpeech test-clean
HuBERT with Libri-Light
LibriSpeech test-other
wav2vec 2.0 with Libri-Light
Switchboard + Hub500
TIMIT
wav2vec 2.0
AISHELL-1
Qwen-Audio
WSJ eval92
Common Voice German
wav2vec 2.0 XLS-R 1B + TEVR (5-gram)
swb_hub_500 WER fullSWBCH
WenetSpeech
Paraformer-large
TUDA
QuartzNet15x5DE (D37)
SLUE
W2V2-B-VP100K
Common Voice Spanish
ConformerCTC-L (4-gram)
Common Voice French
ConformerCTC-L (5-gram)
MediaSpeech
Quartznet
VietMed
GigaSpeech DEV
SAMBA ASR
GigaSpeech TEST
Zipformer+pruned transducer w/ CR-CTC (no external language model)
Libri-Light test-other
CPC unlab-60k
EasyCom
Hub5'00 SwitchBoard
ESPRESSO
Libri-Light test-clean
CPC unlab-60k
LRS3-TED
Whisper
Tedlium
CHiME-6 dev_gss12
WSJ dev93
CTC-CRF ST-NAS
Speech Commands
Centaurus
Common Voice vi
Vietnamese end-to-end speech recognition using wav2vec 2.0 by VietAI
SPGISpeech
Europarl-ASR EN Guest-test
Fongbe audio
Triphone (39 features) + LDA and MLLT + SGMM
CHiME-6 eval
VIVOS
khanhld/chunkformer-large-vie
WSJ eval93
Deep Speech 2
TED-LIUM
Whisper-LLaMa-7b
LibriCSS
TS-SEP
AISHELL-2
AMI IMH
AMI SDM1
Common Voice
Europarl-ASR EN MEP-test
Common Voice English
Whisper (Large v2)
Common Voice Italian
Whisper (Large v2)
AISHELL-2 Test Android
Qwen-Audio
Hub5'00 FISHER-SWBD
CTC-CRF
AISHELL-2 Test IOS
AISHELL-2 Test Mic
CALLHOME En
WavLM Large & EEND-vector clustering
CALLHOME Spanish Speech
CAS-VSR-S101
Switchboard SWBD
Common Voice Frisian
Switchboard CallHome
Switchboard (300hr)
Common Voice Japanese
Common Voice Portuguese
XLSR53 Wav2Vec2 Portuguese by Orlem Santos
Common Voice Russian
Whisper (Large v2)
facebook/multilingual_librispeech german
TDT 0-4
LRS2
RAVEn Large
LibriSpeech train-clean-100 test-other
wav2vec_wav2letter
LibriSpeech train-clean-100 test-clean
wav2vec_wav2letter
GigaSpeech
Conformer/Transformer-AED
Google Speech Commands - Musan
LibriSpeech 100h test-other
Branchformer + GFSA
LibriSpeech 100h test-clean
Hub5'00 CallHome
ESPRESSO