Speech Recognition
Benchmark-Liste
Alle Benchmarks für diese Aufgabe
aishell-1
Bestes Modell: FireRedASR-AED
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aishell-2-test-android
Bestes Modell: Qwen-Audio
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callhome-en
Bestes Modell: WavLM Large & EEND-vector clustering
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common-voice-english
Bestes Modell: Whisper (Large v2)
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common-voice-french
Bestes Modell: ConformerCTC-L (5-gram)
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common-voice-german
Bestes Modell: wav2vec 2.0 XLS-R 1B + TEVR (5-gram)
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common-voice-italian
Bestes Modell: Whisper (Large v2)
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common-voice-portuguese
Bestes Modell: XLSR53 Wav2Vec2 Portuguese by Orlem Santos
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common-voice-russian
Bestes Modell: Whisper (Large v2)
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common-voice-spanish
Bestes Modell: ConformerCTC-L (4-gram)
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common-voice-vi
Bestes Modell: khanhld/chunkformer-large-vie
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facebook-multilingual-librispeech-german
Bestes Modell: TDT 0-4
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fongbe-speech-recognition
Bestes Modell: Triphone (39 features) + LDA and MLLT + SGMM
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gigaspeech
Bestes Modell: Conformer/Transformer-AED
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gigaspeech-dev
Bestes Modell: SAMBA ASR
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gigaspeech-test
Bestes Modell: Zipformer+pruned transducer w/ CR-CTC
(no external language model)
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hub5-00-fisher-swbd
Bestes Modell: CTC-CRF
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hub5-00-callhome
Bestes Modell: Espresso
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hub5-00-switchboard
Bestes Modell: Espresso
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libri-light-test-clean
Bestes Modell: wav2vec 2.0 Large-10h-LV-60k
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libri-light-test-other
Bestes Modell: wav2vec 2.0 Large-10h-LV-60k
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libricss
Bestes Modell: TS-SEP
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librispeech-100h-test-other
Bestes Modell: Branchformer + GFSA
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librispeech-test-clean
Bestes Modell: HuBERT with Libri-Light
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librispeech-test-other
Bestes Modell: wav2vec 2.0 with Libri-Light
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librispeech-train-clean-100-test-clean
Bestes Modell: wav2vec_wav2letter
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librispeech-train-clean-100-test-other
Bestes Modell: wav2vec_wav2letter
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lrs2
Bestes Modell: RAVEn Large
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lrs3-ted
Bestes Modell: Whisper
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mediaspeech
Bestes Modell: Quartznet
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slue
Bestes Modell: W2V2-B-VP100K
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speech-commands
Bestes Modell: Centaurus
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ted-lium-3
Bestes Modell: Whisper-LLaMa-7b
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timit
Bestes Modell: wav2vec 2.0
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tuda
Bestes Modell: Conformer-Transducer (no LM)
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vivos
Bestes Modell: khanhld/chunkformer-large-vie
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wenetspeech
Bestes Modell: Paraformer-large
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wsj-dev93
Bestes Modell: CTC-CRF ST-NAS
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wsj-eval93
Bestes Modell: Deep Speech 2
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aishell-2
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aishell-2-android
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aishell-2-mic
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aishell-2-test-ios
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aishell-2-test-mic
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ami-imh
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ami-sdm1
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atcosim-corpus-air-traffic-control
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atcosim-dataset-air-traffic-control
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callhome-spanish-speech
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cas-vsr-s101
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chime-6-dev-gss12
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chime-6-eval
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common-voice
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common-voice-7-0-bashkir
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common-voice-7-0-portuguese
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common-voice-7-0-abkhaz
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common-voice-7-0-arabic
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common-voice-7-0-german
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common-voice-7-0-hindi
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common-voice-7-0-odia
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common-voice-7-0-votic
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common-voice-8-0-kurmanji-kurdish
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common-voice-8-0-bulgarian
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common-voice-8-0-marathi
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common-voice-8-0-punjabi
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common-voice-8-0-portuguese
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common-voice-8-0-maltese
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common-voice-8-0-slovenian
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common-voice-8-0-assamese
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common-voice-8-0-central-kurdish
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common-voice-8-0-sorbian-upper
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common-voice-8-0-romansh-sursilvan
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common-voice-8-0-romansh-vallader
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common-voice-8-0-russian
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common-voice-8-0-santali-ol-chiki
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common-voice-8-0-serbian
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common-voice-8-0-guarani
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common-voice-8-0-galician
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common-voice-8-0-swahili
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common-voice-8-0-hungarian
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common-voice-8-0-japanese
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common-voice-8-0-basaa
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common-voice-8-0-breton
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common-voice-8-0-dutch
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common-voice-8-0-erzya
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common-voice-8-0-french
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common-voice-8-0-german
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common-voice-8-0-hausa
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common-voice-8-0-hindi
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common-voice-8-0-kabyle
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common-voice-8-0-kazakh
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common-voice-8-0-odia
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common-voice-8-0-tatar
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common-voice-8-0-uzbek
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common-voice-8-0-votic
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common-voice-arabic
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common-voice-breton
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common-voice-catalan
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common-voice-chinese-china
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common-voice-czech
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common-voice-dutch
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common-voice-frisian
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common-voice-georgian
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common-voice-hindi
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common-voice-indonesian
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common-voice-japanese
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common-voice-lithuanian
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common-voice-maltese
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common-voice-odia
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common-voice-persian
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common-voice-polish
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common-voice-swedish
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common-voice-tamil
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common-voice-turkish
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common-voice-vietnamese
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common-voice-welsh
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coraa
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easycom
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europarl-asr-en-guest-test
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europarl-asr-en-mep-test
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fleurs
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fon
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german-asr-data-mix
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google-speech-commands-musan
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kazakh-speech-corpus-v1-1
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librispeech-100h-test-clean
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mls
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mozilla-common-voice-15-0-persian
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mozilla-common-voice-16-1
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mozilla-common-voice-9-0
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podlodka-io
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projecte-aina-parlament-parla-ca
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reazonspeech
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robust-speech-event-catalan-dev-data
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robust-speech-event-dev-data
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russian-librispeech
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spgi-speech
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spgispeech
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swb-hub-500-wer-fullswbch
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switchboard-300hr
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switchboard-callhome
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switchboard-hub500
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switchboard-swbd
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tedlium
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tedlium-v3
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uwb-atcc-dataset-air-traffic-control
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vietmed
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wsj-eval92
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