metadata
language: gl
license: apache-2.0
datasets:
- openslr
metrics:
- wer
- cer
tags:
- audio
- automatic-speech-recognition
- gl
model-index:
- name: Wav2Vec2-Large-XLSR-53-Galician-With-LM
results:
- task:
name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset:
name: OpenSLR
type: openslr
args: gl
metrics:
- name: Test WER
type: wer
value: 9.1
- name: Test CER
type: cer
value: 3.94
- name: Test WER (+LM)
type: wer
value: 6.86
- name: Test CER (+LM)
type: cer
value: 2.2
- task:
name: Automatic Speech Recognition
type: automatic-speech-recognition
dataset:
name: Common Voice 7.0
type: mozilla-foundation/common_voice_7_0
args: gl
metrics:
- name: Test WER
type: wer
value: 22.12
- name: Test CER
type: cer
value: 5.09
- name: Test WER (+LM)
type: wer
value: 15.2
- name: Test CER (+LM)
type: cer
value: 3.87
Wav2Vec2-Large-XLSR-53-Galician-With-LM
This is a copy of the model diego-fustes/wav2vec2-large-xlsr-gl with an integrated language model.
Improvement This model has been compared with the baseline (diego-fustes/wav2vec2-large-xlsr-gl) on:
- The test subset of the Galician OpenSLR dataset (837 speech samples)
- The test subset of the Galician Common Voice 7.0 dataset (1716 speech samples)
The results are shown in the following tables:
OpenSLR77:
| Model | WER | CER |
|---|---|---|
| diego-fustes/wav2vec2-large-xlsr-gl | 9.10% | 3.94% |
| cmagui/wav2vec2-large-xlsr-53-galician-with-lm | 6.86% | 2.20% |
Common_voice-gl:
| Model | WER | CER |
|---|---|---|
| diego-fustes/wav2vec2-large-xlsr-gl | 22.12% | 5.09% |
| cmagui/wav2vec2-large-xlsr-53-galician-with-lm | 15.20% | 3.87% |
Citation information
If you use this model, please cite as follows:
Magariños, Carmen; Gamallo, Pablo. 2023. Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm. URL: https://huggingface.co/proxectonos/Nos_ASR-wav2vec2-large-xlsr-53-gl-with-lm