Model: nvidia/canary-1b
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, automatic-speech-recognition, automatic-speech-translation, speech, audio, Transformer, FastConformer, Conformer, pytorch, NeMo, hf-asr-leaderboard, en, de, es, fr, 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, arxiv:1706.03762, license:cc-by-nc-4.0, model-index, region:us
Card metadata: license: cc-by-nc-4.0
language: en, de, es, fr
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, europarl, multilingual_librispeech, mozilla-foundation/common_voice_8_0, MLCommons/peoples_speech
tags: automatic-speech-recognition, automatic-speech-translation, speech, audio, Transformer, FastConformer, Conformer, pytorch, NeMo, hf-asr-leaderboard
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: canary-1b
results: 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: 2.89
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: SPGI Speech
type: kensho/spgispeech
config: test
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 4.79
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 16.1
type: mozilla-foundation/common_voice_16_1
config: en
split: test
args: language: en
metrics: name: Test WER (En)
type: wer
value: 7.97
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 16.1
type: mozilla-foundation/common_voice_16_1
config: de
split: test
args: language: de
metrics: name: Test WER (De)
type: wer
value: 4.61
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 16.1
type: mozilla-foundation/common_voice_16_1
config: es
split: test
args: language: es
metrics: name: Test WER (ES)
type: wer
value: 3.99
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Mozilla Common Voice 16.1
type: mozilla-foundation/common_voice_16_1
config: fr
split: test
args: language: fr
metrics: name: Test WER (Fr)
type: wer
value: 6.53
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: FLEURS
type: google/fleurs
config: en_us
split: test
args: language: en-de
metrics: name: Test BLEU (En->De)
type: bleu
value: 32.15
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: FLEURS
type: google/fleurs
config: en_us
split: test
args: language: en-de
metrics: name: Test BLEU (En->Es)
type: bleu
value: 22.66
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: FLEURS
type: google/fleurs
config: en_us
split: test
args: language: en-de
metrics: name: Test BLEU (En->Fr)
type: bleu
value: 40.76
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: FLEURS
type: google/fleurs
config: de_de
split: test
args: language: de-en
metrics: name: Test BLEU (De->En)
type: bleu
value: 33.98
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: FLEURS
type: google/fleurs
config: es_419
split: test
args: language: es-en
metrics: name: Test BLEU (Es->En)
type: bleu
value: 21.8
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: FLEURS
type: google/fleurs
config: fr_fr
split: test
args: language: fr-en
metrics: name: Test BLEU (Fr->En)
type: bleu
value: 30.95
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: COVOST
type: covost2
config: de_de
split: test
args: language: de-en
metrics: name: Test BLEU (De->En)
type: bleu
value: 37.67
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: COVOST
type: covost2
config: es_419
split: test
args: language: es-en
metrics: name: Test BLEU (Es->En)
type: bleu
value: 40.7
verified: no, task: type: Automatic Speech Translation
name: automatic-speech-translation
dataset: name: COVOST
type: covost2
config: fr_fr
split: test
args: language: fr-en
metrics: name: Test BLEU (Fr->En)
type: bleu
value: 40.42
verified: no
metrics: wer, bleu
pipeline_tag: automatic-speech-recognition
Likes: 456 | All-time downloads: 549835
Created: 2024-02-07 17:20:55