Model: nvidia/parakeet-tdt-0.6b-v3
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, automatic-speech-recognition, speech, audio, Transducer, TDT, FastConformer, Conformer, pytorch, NeMo, hf-asr-leaderboard, en, es, fr, de, bg, hr, cs, da, nl, et, fi, el, hu, it, lv, lt, mt, pl, pt, ro, sk, sl, sv, ru, uk, dataset:nvidia/Granary, dataset:nemo/asr-set-3.0, arxiv:2509.14128, arxiv:2505.13404, arxiv:2305.05084, arxiv:2304.06795, arxiv:2410.01036, arxiv:2406.00899, arxiv:2205.12446, arxiv:2012.03411, arxiv:2007.10310, arxiv:1510.08484, license:cc-by-4.0, model-index, deploy:azure, region:us
Card metadata: license: cc-by-4.0
track_downloads: yes
language: en, es, fr, de, bg, hr, cs, da, nl, et, fi, el, hu, it, lv, lt, mt, pl, pt, ro, sk, sl, sv, ru, uk
pipeline_tag: automatic-speech-recognition
library_name: nemo
datasets: nvidia/Granary, nemo/asr-set-3.0
tags: automatic-speech-recognition, speech, audio, Transducer, TDT, 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: parakeet-tdt-0.6b-v3
results: task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: AMI (Meetings test)
type: edinburghcstr/ami
config: ihm
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 11.31
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Earnings-22
type: revdotcom/earnings22
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 11.42
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: GigaSpeech
type: speechcolab/gigaspeech
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 9.59
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: LibriSpeech (clean)
type: librispeech_asr
config: other
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 1.93
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: 3.59
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: 3.97
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: tedlium-v3
type: LIUM/tedlium
config: release1
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 2.75
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Vox Populi
type: facebook/voxpopuli
config: en
split: test
args: language: en
metrics: name: Test WER
type: wer
value: 6.14
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: bg_bg
split: test
args: language: bg
metrics: name: Test WER (Bg)
type: wer
value: 12.64
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: cs_cz
split: test
args: language: cs
metrics: name: Test WER (Cs)
type: wer
value: 11.01
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: da_dk
split: test
args: language: da
metrics: name: Test WER (Da)
type: wer
value: 18.41
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: de_de
split: test
args: language: de
metrics: name: Test WER (De)
type: wer
value: 5.04
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: el_gr
split: test
args: language: el
metrics: name: Test WER (El)
type: wer
value: 20.7
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: en_us
split: test
args: language: en
metrics: name: Test WER (En)
type: wer
value: 4.85
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: es_419
split: test
args: language: es
metrics: name: Test WER (Es)
type: wer
value: 3.45
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: et_ee
split: test
args: language: et
metrics: name: Test WER (Et)
type: wer
value: 17.73
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: fi_fi
split: test
args: language: fi
metrics: name: Test WER (Fi)
type: wer
value: 13.21
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: fr_fr
split: test
args: language: fr
metrics: name: Test WER (Fr)
type: wer
value: 5.15
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: hr_hr
split: test
args: language: hr
metrics: name: Test WER (Hr)
type: wer
value: 12.46
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: hu_hu
split: test
args: language: hu
metrics: name: Test WER (Hu)
type: wer
value: 15.72
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: it_it
split: test
args: language: it
metrics: name: Test WER (It)
type: wer
value: 3
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: lt_lt
split: test
args: language: lt
metrics: name: Test WER (Lt)
type: wer
value: 20.35
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: lv_lv
split: test
args: language: lv
metrics: name: Test WER (Lv)
type: wer
value: 22.84
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: mt_mt
split: test
args: language: mt
metrics: name: Test WER (Mt)
type: wer
value: 20.46
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: nl_nl
split: test
args: language: nl
metrics: name: Test WER (Nl)
type: wer
value: 7.48
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: pl_pl
split: test
args: language: pl
metrics: name: Test WER (Pl)
type: wer
value: 7.31
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: pt_br
split: test
args: language: pt
metrics: name: Test WER (Pt)
type: wer
value: 4.76
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: ro_ro
split: test
args: language: ro
metrics: name: Test WER (Ro)
type: wer
value: 12.44
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: ru_ru
split: test
args: language: ru
metrics: name: Test WER (Ru)
type: wer
value: 5.51
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: sk_sk
split: test
args: language: sk
metrics: name: Test WER (Sk)
type: wer
value: 8.82
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: sl_si
split: test
args: language: sl
metrics: name: Test WER (Sl)
type: wer
value: 24.03
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: sv_se
split: test
args: language: sv
metrics: name: Test WER (Sv)
type: wer
value: 15.08
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: FLEURS
type: google/fleurs
config: uk_ua
split: test
args: language: uk
metrics: name: Test WER (Uk)
type: wer
value: 6.79
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: spanish
split: test
args: language: es
metrics: name: Test WER (Es)
type: wer
value: 4.39
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: french
split: test
args: language: fr
metrics: name: Test WER (Fr)
type: wer
value: 4.97
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: italian
split: test
args: language: it
metrics: name: Test WER (It)
type: wer
value: 10.08
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: dutch
split: test
args: language: nl
metrics: name: Test WER (Nl)
type: wer
value: 12.78
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: polish
split: test
args: language: pl
metrics: name: Test WER (Pl)
type: wer
value: 7.28
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Multilingual LibriSpeech
type: facebook/multilingual_librispeech
config: portuguese
split: test
args: language: pt
metrics: name: Test WER (Pt)
type: wer
value: 7.5
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: de
split: test
args: language: de
metrics: name: Test WER (De)
type: wer
value: 4.84
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: en
split: test
args: language: en
metrics: name: Test WER (En)
type: wer
value: 6.8
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: es
split: test
args: language: es
metrics: name: Test WER (Es)
type: wer
value: 3.41
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: et
split: test
args: language: et
metrics: name: Test WER (Et)
type: wer
value: 22.04
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: fr
split: test
args: language: fr
metrics: name: Test WER (Fr)
type: wer
value: 6.05
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: it
split: test
args: language: it
metrics: name: Test WER (It)
type: wer
value: 3.69
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: lv
split: test
args: language: lv
metrics: name: Test WER (Lv)
type: wer
value: 38.36
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: nl
split: test
args: language: nl
metrics: name: Test WER (Nl)
type: wer
value: 6.5
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: pt
split: test
args: language: pt
metrics: name: Test WER (Pt)
type: wer
value: 3.96
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: ru
split: test
args: language: ru
metrics: name: Test WER (Ru)
type: wer
value: 3
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: sl
split: test
args: language: sl
metrics: name: Test WER (Sl)
type: wer
value: 31.8
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: sv
split: test
args: language: sv
metrics: name: Test WER (Sv)
type: wer
value: 20.16
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: CoVoST2
type: covost2
config: uk
split: test
args: language: uk
metrics: name: Test WER (Uk)
type: wer
value: 5.1
verified: no
metrics: wer
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Created: 2025-08-04 13:34:09