Model: nvidia/stt_en_fastconformer_ctc_xxlarge
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, automatic-speech-recognition, speech, audio, CTC, FastConformer, Transformer, pytorch, NeMo, hf-asr-leaderboard, 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-en, 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: language: en
library_name: nemo
datasets: librispeech_asr, fisher_corpus, Switchboard-1, WSJ-0, WSJ-1, National-Singapore-Corpus-Part-1, National-Singapore-Corpus-Part-6, vctk, voxpopuli-en, europarl, multilingual_librispeech, mozilla-foundation/common_voice_8_0, MLCommons/peoples_speech
tags: automatic-speech-recognition, speech, audio, CTC, FastConformer, Transformer, pytorch, NeMo, hf-asr-leaderboard
license: cc-by-4.0
widget: example_title: Librispeech sample 1
src: https://cdn-media.huggingface.co/speech_samples/sample1.flac, example_title: Librispeech sample 2
src: https://cdn-media.huggingface.co/speech_samples/sample2.flac
model-index: name: stt_en_fastconformer_ctc_xxlarge
results: task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: LibriSpeech (clean)
type: librispeech_asr
config: clean
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 1.77
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: LibriSpeech (other)
type: librispeech_asr
config: other
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 3.77
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: english
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 5.25
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 7.0
type: mozilla-foundation/common_voice_7_0
config: en
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 7.68
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Wall Street Journal 92
type: wsj_0
args: language: en
metrics: name: Test WER
type: wer
value: 1.57
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Wall Street Journal 93
type: wsj_1
args: language: en
metrics: name: Dev WER
type: wer
value: 2.39
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: National Singapore Corpus
type: nsc_part_1
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 6.03
verified: no
Likes: 1 | All-time downloads: 3606
Created: 2023-08-01 00:13:31