Model reference · open weights
wavlm-libri-clean-100h-plus is an open-weight audio or speech model from patrickvonplaten. AxForge deploys and operates it for you on dedicated EU-owned hardware — with the licence handled where one is required.
Available as managed deployment — configured and operated for you on dedicated EU hardware, quoted per deployment.
What it is
| Released by | patrickvonplaten |
|---|---|
| Type | Audio & music |
| Task | Speech→text |
| Runs with | transformers |
| Released | 2022-03-02 |
| Popularity | 3k downloads / month |
| Licence | Unknown |
About
This model is a fine-tuned version of microsoft/wavlm-base-plus on the LIBRISPEECH_ASR - CLEAN dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.8877 | 0.34 | 300 | 2.8649 | 1.0 |
| 0.2852 | 0.67 | 600 | 0.2196 | 0.1830 |
| 0.1198 | 1.01 | 900 | 0.1438 | 0.1273 |
| 0.0906 | 1.35 | 1200 | 0.1145 | 0.1035 |
| 0.0729 | 1.68 | 1500 | 0.1055 | 0.0955 |
| 0.0605 | 2.02 | 1800 | 0.0936 | 0.0859 |
| 0.0402 | 2.35 | 2100 | 0.0885 | 0.0746 |
| 0.0421 | 2.69 | 2400 | 0.0848 | 0.0700 |
From the published model card. Full card on the HuggingFace links in the sidebar.
Using it via the API
Once AxForge deploys wavlm-libri-clean-100h-plus for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (wavlm-libri-clean-100h-plus below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/audio/transcriptions \ -H "Authorization: Bearer $AXFORGE_API_KEY" \ -F model="wavlm-libri-clean-100h-plus" -F file=@audio.mp3
Create an account — your API key is available in the console. 3M free tokens every 30 days with every new account.