| language: | |
| - sv-SE | |
| license: cc0-1.0 | |
| tags: | |
| - automatic-speech-recognition | |
| - mozilla-foundation/common_voice_8_0 | |
| - generated_from_trainer | |
| - sv | |
| - robust-speech-event | |
| - model_for_talk | |
| datasets: | |
| - mozilla-foundation/common_voice_8_0 | |
| - marinone94/nst_sv | |
| model-index: | |
| - name: XLS-R-300M - Swedish | |
| results: | |
| - task: | |
| name: Automatic Speech Recognition | |
| type: automatic-speech-recognition | |
| dataset: | |
| name: mozilla-foundation/common_voice_8_0 | |
| type: mozilla-foundation/common_voice_8_0 | |
| args: sv-SE | |
| metrics: | |
| - name: Test WER | |
| type: wer | |
| value: 16.98 | |
| - name: Test CER | |
| type: cer | |
| value: 5.66 | |
| - task: | |
| name: Automatic Speech Recognition | |
| type: automatic-speech-recognition | |
| dataset: | |
| name: speech-recognition-community-v2/dev_data | |
| type: speech-recognition-community-v2/dev_data | |
| args: sv | |
| metrics: | |
| - name: Test WER | |
| type: wer | |
| value: 27.01 | |
| - name: Test CER | |
| type: cer | |
| value: 13.14 | |
| This model is a fine-tuned version of [KBLab/wav2vec2-large-voxrex](https://huggingface.co/KBLab/wav2vec2-large-voxrex) on 2 epochs of the MARINONE94/NST_SV - SV dataset (80% random split with seed 42 as the dataset for now has only the "train" split), and then on 50 epochs of the the MOZILLA-FOUNDATION/COMMON_VOICE_8_0 - SV-SE dataset ("train+validation" split). | |
| See run.sh to have a complete overview of all the training steps. | |
| NOTE: the first training for now didn't work as expected, so it might be useless or even degrade performance. Further investigation and development is needed. | |
| d73da225cfdc57213ea4ab67b24bb87ac41f4392 is the commit at the end of the first training: | |
| ``` | |
| sh run.sh | |
| ``` |