You can deploy this model and start earning money today!

espnet/
brianyan918_aesrc2020_asr_conformer

Name: brianyan918_aesrc2020_asr_conformer
Availability: InStock

Views

No views yet

ESPnet2 ASR model

`espnet/brianyan918_aesrc2020_asr_conformer`

This model was trained by Brian Yan using the aesrc2020 recipe in espnet.

Demo: How to use in ESPnet2

bash

cd espnet
pip install -e .
cd egs2/aesrc2020/asr1
./run.sh --skip_data_prep false --skip_train true --download_model espnet/brianyan918_aesrc2020_asr_conformer

RESULTS

Environments

date: Sat Aug 20 06:55:57 EDT 2022
python version: 3.8.13 (default, Mar 28 2022, 11:38:47) [GCC 7.5.0]
espnet version: espnet 202207
pytorch version: pytorch 1.8.1
Git hash: c892feb2ba248c85b683bf3cdef6c8f7ce85449a
Commit date: Thu Aug 18 11:54:56 2022 -0400

asr_train_asr_raw_en_bpe5000_sp

WER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_asr_model_valid.acc.ave/test	15299	146813	94.8	4.7	0.6	0.7	5.9	31.9

CER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_asr_model_valid.acc.ave/test	15299	708064	97.9	1.2	0.9	0.7	2.8	31.9

TER

dataset	Snt	Wrd	Corr	Sub	Del	Ins	Err	S.Err
decode_asr_asr_model_valid.acc.ave/test	15299	165136	93.2	4.3	2.6	0.6	7.4	31.9