Model: nvidia/stt_en_fastconformer_hybrid_large_pc
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, automatic-speech-recognition, speech, audio, Transducer, FastConformer, CTC, Transformer, pytorch, NeMo, hf-asr-leaderboard, en, dataset:librispeech_asr, dataset:fisher_corpus, dataset:mozilla-foundation/common_voice_11_0, dataset:National-Singapore-Corpus-Part-1, dataset:vctk, dataset:spgi, dataset:VoxPopuli, dataset:Europarl-ASR, dataset:Multilingual-LibriSpeech, arxiv:2305.05084, license:cc-by-4.0, model-index, region:us
Card metadata: language: en
library_name: nemo
datasets: librispeech_asr, fisher_corpus, mozilla-foundation/common_voice_11_0, National-Singapore-Corpus-Part-1, vctk, spgi, VoxPopuli, Europarl-ASR, Multilingual-LibriSpeech
tags: automatic-speech-recognition, speech, audio, Transducer, FastConformer, CTC, 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_hybrid_large_pc
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: 2.03
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: 4.07
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: 4.53
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 11.0
type: mozilla-foundation/common_voice_11_0
config: en
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 8.23
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: 4.6
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Fisher
type: fisher
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 10.34
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: VoxPopuli
type: voxpopuli
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 4.54
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Europal
type: europal
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 8.02
verified: no, 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 P&C
type: wer
value: 7.35
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 P&C
type: wer
value: 9.16
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 P&C
type: wer
value: 12.65
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 11.0
type: mozilla-foundation/common_voice_11_0
config: en
split: test
args: language: en
metrics: name: Test WER P&C
type: wer
value: 10.1
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 P&C
type: wer
value: 7.19
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Fisher
type: fisher
split: test
args: language: en
metrics: name: Test WER P&C
type: wer
value: 19.02
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: VoxPopuli
type: voxpopuli
split: test
args: language: en
metrics: name: Test WER P&C
type: wer
value: 6.73
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Europal
type: europal
split: test
args: language: en
metrics: name: Test WER P&C
type: wer
value: 12.52
verified: no
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Created: 2023-05-05 00:03:52