Model: nvidia/stt_kk_ru_fastconformer_hybrid_large
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, automatic-speech-recognition, speech, audio, Transducer, FastConformer, CTC, Transformer, pytorch, NeMo, hf-asr-leaderboard, kk, ru, dataset:mozilla-foundation/common-voice-17-0, dataset:Kazakh-Speech-Dataset, dataset:Kazakh-Speech-Corpus-2, dataset:mozilla-foundation/common_voice_12_0, dataset:SberDevices/Golos, dataset:SOVA-Dataset, dataset:Dusha-Dataset, arxiv:2305.05084, license:cc-by-4.0, model-index, region:us
Card metadata: language: kk, ru
library_name: nemo
datasets: mozilla-foundation/common-voice-17-0, Kazakh-Speech-Dataset, Kazakh-Speech-Corpus-2, mozilla-foundation/common_voice_12_0, SberDevices/Golos, SOVA-Dataset, Dusha-Dataset
tags: automatic-speech-recognition, speech, audio, Transducer, FastConformer, CTC, Transformer, pytorch, NeMo, hf-asr-leaderboard
license: cc-by-4.0
model-index: name: stt_kk_ru_fastconformer_hybrid_large
results: task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: common-voice-17-0
type: mozilla-foundation/common_voice_17_0
config: kk
split: test
args: language: kk
metrics: name: Test WER
type: wer
value: 15.48
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Kazakh Speech Dataset
type: Kazakh-Speech-Dataset
config: kk
split: test
args: language: kk
metrics: name: Test WER
type: wer
value: 7.08
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Kazakh Speech Corpus 2 (read)
type: Kazakh-Speech-Corpus-2
config: kk
split: test
args: language: kk
metrics: name: Test WER
type: wer
value: 4.43
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Kazakh Speech Corpus 2 (spontaneous)
type: Kazakh-Speech-Corpus-2
config: kk
split: test
args: language: kk
metrics: name: Test WER
type: wer
value: 15.25
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: common-voice-12-0
type: mozilla-foundation/common_voice_12_0
config: ru
split: test
args: language: ru
metrics: name: Test WER
type: wer
value: 6.29
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Sberdevices Golos (crowd)
type: SberDevices/Golos
config: crowd
split: test
args: language: ru
metrics: name: Test WER
type: wer
value: 2.46
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Sberdevices Golos (farfield)
type: SberDevices/Golos
config: farfield
split: test
args: language: ru
metrics: name: Test WER
type: wer
value: 5.98
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Sova (RuAudiobooksDevices)
type: SOVA-Dataset
config: ru
split: test
args: language: ru
metrics: name: Test WER
type: wer
value: 4.41
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Sova (RuDevices)
type: SOVA-Dataset
config: ru
split: test
args: language: ru
metrics: name: Test WER
type: wer
value: 19.83
verified: no
Likes: 6 | All-time downloads: 286734
Created: 2024-09-10 12:20:38