Model: nvidia/stt_ru_fastconformer_hybrid_large_pc
Author: nvidia
Pipeline: automatic-speech-recognition
Library: nemo
Tags: nemo, automatic-speech-recognition, speech, audio, Transducer, FastConformer, CTC, Transformer, pytorch, NeMo, hf-asr-leaderboard, ru, dataset:mozilla-foundation/common_voice_12_0, dataset:SberDevices/Golos, dataset:Russian-LibriSpeech, dataset:SOVA-Dataset, dataset:Dusha-Dataset, arxiv:2305.05084, license:cc-by-4.0, model-index, region:us
Card metadata: language: ru
library_name: nemo
datasets: mozilla-foundation/common_voice_12_0, SberDevices/Golos, Russian-LibriSpeech, 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_ru_fastconformer_hybrid_large_pc
results: 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: 5.3
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: 1.9
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: 5.76
verified: no, task: type: Automatic Speech Recognition
name: automatic-speech-recognition
dataset: name: Russian LibriSpeech
type: RuLS
config: ru
split: test
args: language: ru
metrics: name: Test WER
type: wer
value: 11.05
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: Russian P&C
split: test
args: language: ru
metrics: name: Test WER P&C
type: wer
value: 7.3
verified: no
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Created: 2023-05-26 20:51:52