---
license: other
license_name: whissle-inference-only-1.0
license_link: LICENSE
language:
- gu
- en
pipeline_tag: automatic-speech-recognition
tags:
- asr
- onnx
- cpu
- wav2vec2
base_model:
- facebook/wav2vec2-large
library_name: nemo
extra_gated_heading: "Access Whissle STT Gujlish on Hugging Face"
extra_gated_description: >
  This model is licensed for inference only — no training, fine-tuning, distillation,
  or reverse engineering permitted. Accept the license to access. Automatic approval.
extra_gated_button_content: "Agree and access repository"
extra_gated_fields:
  First Name: text
  Last Name: text
  Organization: text
  Country: country
  Date of birth: date_picker
  I want to use this model for:
    type: select
    options:
      - Research
      - Education
      - Commercial product
      - Personal project
      - label: Other
        value: other
  I accept the Whissle Inference-Only License Agreement: checkbox
extra_gated_prompt: >-
  By clicking "Agree", you accept the Whissle Inference-Only License Agreement.
  See the LICENSE file for full terms. Key restrictions: INFERENCE ONLY — no
  training, fine-tuning, distillation, model compression, or reverse engineering
  permitted. Free for inference use under 100M MAU. "Powered by Whissle"
  attribution required for redistribution.
---

# Whissle STT Gujlish

Gujarati-English code-mixed (Gujlish) speech recognition model based on wav2vec2 architecture. Processes raw waveform input directly — no mel-spectrogram preprocessing required.

## Model Details

| | |
|---|---|
| **Architecture** | wav2vec2-large (raw waveform CTC) |
| **Download size** | ~363 MB |
| **Format** | ONNX (CPU and GPU compatible) |
| **Sample rate** | 16 kHz mono |
| **Languages** | Gujarati, English, Gujarati-English code-mixed |
| **Tag classifier** | None (transcription only) |

## Quick Start

```bash
git clone https://github.com/WhissleAI/whissle_stt_inference.git
cd whissle_stt_inference
./setup.sh --model gj
```

## License

[Whissle Inference-Only License](./LICENSE) — inference only, no training/fine-tuning/distillation/reverse engineering. Free under 100M MAU.