Model: bond005/wav2vec2-large-ru-golos-with-lm
Author: bond005
Pipeline: automatic-speech-recognition
Library: transformers
Tags: transformers, pytorch, wav2vec2, automatic-speech-recognition, audio, speech, common_voice, SberDevices/Golos, bond005/rulibrispeech, bond005/sova_rudevices, dangrebenkin/voxforge-ru-dataset, ru, dataset:SberDevices/Golos, dataset:common_voice, dataset:bond005/rulibrispeech, dataset:bond005/sova_rudevices, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: language: ru
datasets: SberDevices/Golos, common_voice, bond005/rulibrispeech, bond005/sova_rudevices
metrics: wer, cer
tags: audio, automatic-speech-recognition, speech, common_voice, SberDevices/Golos, bond005/rulibrispeech, bond005/sova_rudevices, dangrebenkin/voxforge-ru-dataset
license: apache-2.0
widget: example_title: test Russian speech "нейросети это хорошо" (in English, "neural networks are good")
src: https://huggingface.co/bond005/wav2vec2-large-ru-golos-with-lm/resolve/main/test_sound_ru.flac
model-index: name: XLSR Wav2Vec2 Russian with Language Model by Ivan Bondarenko
results: task: name: Speech Recognition
type: automatic-speech-recognition
dataset: name: Sberdevices Golos (crowd)
type: SberDevices/Golos
args: ru
metrics: name: Test WER
type: wer
value: 6.883
verified: no, name: Test CER
type: cer
value: 1.637
verified: no, task: name: Speech Recognition
type: automatic-speech-recognition
dataset: name: Sberdevices Golos (farfield)
type: SberDevices/Golos
args: ru
metrics: name: Test WER
type: wer
value: 15.044
verified: no, name: Test CER
type: cer
value: 5.128
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Common Voice ru
type: common_voice
args: ru
metrics: name: Test WER
type: wer
value: 12.115
verified: no, name: Test CER
type: cer
value: 2.98
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Russian Librispeech
type: bond005/rulibrispeech
args: ru
metrics: name: Test WER
type: wer
value: 15.736
verified: no, name: Test CER
type: cer
value: 3.573
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Sova RuDevices
type: bond005/sova_rudevices
args: ru
metrics: name: Test WER
type: wer
value: 20.652
verified: no, name: Test CER
type: cer
value: 7.287
verified: no, task: name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset: name: Voxforge Ru
type: dangrebenkin/voxforge-ru-dataset
args: ru
metrics: name: Test WER
type: wer
value: 19.079
verified: no, name: Test CER
type: cer
value: 5.864
verified: no
Likes: 17 | All-time downloads: 24453
Created: 2022-09-26 14:44:38