File size: 2,341 Bytes
740d8bb 551fed2 740d8bb 0511591 740d8bb d7035dc 740d8bb d3be907 2eda451 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 |
---
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: 9.10
- name: Test CER
type: cer
value: 3.94
- name: Test WER (+LM)
type: wer
value: 6.86
- name: Test CER (+LM)
type: cer
value: 2.20
- 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: 15.20
- 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](https://huggingface.co/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
|