---
license: apache-2.0
base_model: facebook/wav2vec2-xls-r-300m
datasets:
- openslr/openslr
- mozilla-foundation/common_voice_17_0
- GTM-UVigo/FalAI
- google/fleurs
- proxectonos/Nos_Parlaspeech-GL
language:
- gl
metrics:
- wer
- cer
tags:
- audio
- automatic-speech-recognition
- gl
model-index:
- name: Wav2Vec2-XLS-R-300M-GL
  results:
  - task:
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: Common Voice 17.0
      type: mozilla-foundation/common_voice_17_0
      args: gl
    metrics:
      - name: WER
        type: wer
        value: 12.04
      - name: CER
        type: cer
        value: 3.82
  - task: 
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: OpenSLR
      type: openslr
      args: gl
    metrics:
      - name: WER
        type: wer
        value: 7.85
      - name: CER
        type: cer
        value: 1.66
  - task: 
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: FalAI
      type: falai
      args: validated
    metrics:
      - name: WER
        type: wer
        value: 4.39
      - name: CER
        type: cer
        value: 1.17
  - task: 
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: FLEURS
      type: fleurs
      args: gl_es
    metrics:
      - name: WER
        type: wer
        value: 15.83
      - name: CER
        type: cer
        value: 5.08
  - task: 
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: Nos_Parlaspeech-GL
      type: nos_parlaspeech-GL
      args: clean
    metrics:
      - name: WER
        type: wer
        value: 8.92
      - name: CER
        type: cer
        value: 2.65
---
## Wav2Vec2-XLS-R-300M-GL

This model is a finetuned version of [Facebook's Wav2Vec2 XLS-R 300M](https://huggingface.co/facebook/wav2vec2-xls-r-300m) for Galician on the datasets [Common Voice Corpus 17.0](https://datacollective.mozillafoundation.org/datasets/cmj8u3p5r009tnxxb88cqm12d), [Open SLR77](https://www.openslr.org/77), [FalAI](https://huggingface.co/datasets/GTM-UVigo/FalAI), [Fleurs](https://huggingface.co/datasets/google/fleurs) and [Nos_ParlaSpeech-GL](https://huggingface.co/datasets/proxectonos/Nos_Parlaspeech-GL).

### Test
This model has been tested in the test splits of the Galician OpenSLR dataset, the Galician Common Voice 17.0 dataset, the FalAI dataset, the Galician FLEURS dataset and Nos_Parlaspeech-GL.
The results are shown in the following tables:

|Corpus|WER|CER|RTF|
|:-----|:--|:--|:--|
|Common Voice 17.0|7.85|1.66|0.0085|
|Open SLR77|12.04|3.82|0.0087|
|FalAI|4.39|1.17|0.0260|
|FLEURS|15.83|5.08|0.0091|
|Nos_Parlaspeech-GL|8.92|2.65|0.0114|

### Citation information

If you use this model, please cite as follows:

Moscoso Sánchez, Antonio; Magariños, Carmen; Castedo, Carla. 2025. Nos_ASR-wav2vec2-xls-r-300m-gl. URL: https://huggingface.co/proxectonos/Nos_ASR-wav2vec2-xls-r-300m-gl