Model reference · open weights
Wav2Vec2-large-xlsr-hindi is an open-weight audio or speech model from theainerd, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
Wav2Vec2-Large-XLSR-53-hindi Fine-tuned facebook/wav2vec2-large-xlsr-53 hindi using the Multilingual and code-switching ASR challenges for low resource Indian languages. When using this model, make sure that your speech input is sampled at 16kHz. Usage The model can be used directly (without a language model) as follows: Evaluation The model can be evaluated as follows on the hindi test data of Common Voice. Test Result: 72.62 % Training The script used for training can be found Hindi ASR Fine Tuning Wav2Vec2
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | theainerd |
|---|---|
| Type | Audio & music |
| Parameters (lead) | 316M |
| Variants | 1 |
| Runs with | transformers |
| Based on | facebook/wav2vec2-large-xlsr-53 |
| Released | 2022-03-02 |
| Popularity | 1.2M downloads / month |
| Likes | 13 |
| Licence | Commercial licence needed |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| Wav2Vec2-large-xlsr-hindi | 316M | BF16 | ~0.7 GB | ✓ | Weights ↗ |
Using it via the API
Once AxForge deploys wav2vec2-large-xlsr-hindi for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (wav2vec2-large-xlsr-hindi 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="wav2vec2-large-xlsr-hindi" -F file=@audio.mp3
Details
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Licence
The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗