Model: bond005/wav2vec2-mbart50-ru
Author: bond005
Pipeline: automatic-speech-recognition
Library: transformers
Tags: transformers, pytorch, speech-encoder-decoder, automatic-speech-recognition, audio, speech, common_voice, SberDevices/Golos, sova_rudevices, rulibrispeech, ru, dataset:bond005/sberdevices_golos_10h_crowd, dataset:bond005/sberdevices_golos_100h_farfield, dataset:common_voice, dataset:bond005/sova_rudevices, dataset:bond005/rulibrispeech, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: language: ru
datasets: bond005/sberdevices_golos_10h_crowd, bond005/sberdevices_golos_100h_farfield, common_voice, bond005/sova_rudevices, bond005/rulibrispeech
metrics: wer, cer
tags: audio, automatic-speech-recognition, speech, common_voice, SberDevices/Golos, sova_rudevices, rulibrispeech
license: apache-2.0
widget: example_title: test sound with Russian speech
src: https://huggingface.co/bond005/wav2vec2-mbart50-ru/resolve/main/test_sound.wav
model-index: name: Wav2Vec2-mBART-50 for speech-to-text in Russian 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: 13.204
verified: no, name: Test CER
type: cer
value: 4.157
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: 17.681
verified: no, name: Test CER
type: cer
value: 6.773
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: 14.693
verified: no, name: Test CER
type: cer
value: 5.765
verified: no, task: name: Speech Recognition
type: automatic-speech-recognition
dataset: name: Sova RuDevices
type: sova_rudevices
args: ru
metrics: name: Test WER
type: wer
value: 22.727
verified: no, name: Test CER
type: cer
value: 9.183
verified: no, task: name: Speech Recognition
type: automatic-speech-recognition
dataset: name: Russian Librispeech
type: rulibrispeech
args: ru
metrics: name: Test WER
type: wer
value: 32.54
verified: no, name: Test CER
type: cer
value: 10.369
verified: no
Likes: 6 | All-time downloads: 2207
Created: 2022-12-06 13:32:44