Model: nvidia/stt_en_fastconformer_tdt_large
Author: nvidia
Pipeline: automatic-speech-recognition
Library: NeMo
Tags: NeMo, nemo, ASR, English, Conformer, Transducer, TDT, hf-asr-leaderboard, speech, audio, pytorch, automatic-speech-recognition, en, dataset:librispeech_asr, dataset:fisher_corpus, dataset:Switchboard-1, dataset:WSJ-0, dataset:WSJ-1, dataset:National-Singapore-Corpus-Part-1, dataset:National-Singapore-Corpus-Part-6, dataset:vctk, dataset:voxpopuli, dataset:europarl, dataset:multilingual_librispeech, dataset:mozilla-foundation/common_voice_8_0, dataset:MLCommons/peoples_speech, arxiv:2305.05084, license:cc-by-4.0, model-index, region:us
Card metadata: license: cc-by-4.0
datasets: librispeech_asr, fisher_corpus, Switchboard-1, WSJ-0, WSJ-1, National-Singapore-Corpus-Part-1, National-Singapore-Corpus-Part-6, vctk, voxpopuli, europarl, multilingual_librispeech, mozilla-foundation/common_voice_8_0, MLCommons/peoples_speech
language: en
pipeline_tag: automatic-speech-recognition
library_name: NeMo
metrics: WER, CER
tags: ASR, English, Conformer, Transducer, TDT, NeMo, hf-asr-leaderboard, speech, audio, pytorch
model-index: name: stt_en_fastconformer_tdt_large
results: task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: LibriSpeech test clean
type: librispeech_asr
split: test-clean
metrics: name: WER
type: wer
value: 1.83
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: LibriSpeech test other
type: librispeech_asr
split: test-other
metrics: name: WER
type: wer
value: 3.73
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: MCV11 test
type: mozilla-foundation/common_voice_8_0
split: test
metrics: name: WER
type: wer
value: 6.38
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: MLS test
type: multilingual_librispeech
split: test
metrics: name: WER
type: wer
value: 4.59
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: NSC1 test
type: National-Singapore-Corpus-Part-1
split: test
metrics: name: WER
type: wer
value: 4.43
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: PS
type: MLCommons/peoples_speech
split: test
metrics: name: WER
type: wer
value: 11.34
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Voxpopuli test
type: voxpopuli
split: test
metrics: name: WER
type: wer
value: 5.4
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Fisher test
type: fisher_corpus
split: test
metrics: name: WER
type: wer
value: 9.71
verified: no
Likes: 2 | All-time downloads: 0
Created: 2024-11-27 16:12:17