Qwen3-ASR Engine
In addition to Whisper, OnceScribe ships with the Qwen3-ASR audio model. It is optimized for Chinese, dialects, and Chinese-English code-switching, and like Whisper it runs entirely on your device — no uploads.
When to Use It
- Mandarin, Chinese dialects, or Chinese-English mixed audio/video
- Scenarios where Chinese accuracy matters more than Whisper provides
- Live recording transcription (the workbench live mode uses the Qwen3 engine by default)
- Everyday transcription with a smaller local model
Model Selection
Switch the ASR engine to Qwen3-ASR in Settings → Model and download the model you want:
| Model | Size | Notes |
|---|---|---|
| Qwen3-ASR 0.6B | ~1.7 GB | Lightweight and fast, recommended for most devices and daily use |
| Qwen3-ASR 1.7B | ~4.5 GB | Higher accuracy on complex audio, uses more disk space, Pro only |
The first download requires an internet connection. After that, the model works offline.
Language Support
Qwen3-ASR is officially trained for Chinese and English:
- Chinese content: set language to
zhfor best results - English content: set language to
en - Other languages: try
auto, but accuracy may be lower than Whisper
The language list adjusts automatically when you switch engines.
Prompts & Vocabulary
Qwen3-ASR supports a decoding prompt to guide recognition:
- Prompt: product names, person names, domain terms, up to 512 characters
- Vocabulary: add frequently used proper nouns to the prompt path to improve brand and technical-term recognition
Prompts apply to both file transcription and live recording.
Frame-Accurate Subtitles
Qwen3-ASR outputs text first; subtitle timestamps are estimated by default. For frame-accurate timing:
- Go to Settings → Model
- Download the optional Qwen3-ForcedAligner-0.6B (~1.3 GB)
- SRT/VTT exports will be automatically aligned
Without the Forced Aligner, exported subtitles still work but use estimated segment boundaries.
Limitations
Qwen3-ASR does not have the exact same capabilities as Whisper. Keep these differences in mind:
- No speaker diarization: switch back to Whisper when you need speaker labels
- No translate-to-English mode: Qwen3 outputs in the original language
- Unsupported parameters: temperature, context window, Beam search, word-level timestamps
- Live recording: supports fixed-interval or VAD-based streaming modes
FAQ
Q: Which is better, Qwen3 or Whisper? A: Qwen3-ASR is usually more accurate for Chinese. Use Whisper for multilingual content or speaker diarization.
Q: Why is the 1.7B model Pro only? A: The 1.7B model is larger and more resource-intensive, so it is reserved for Pro users. The 0.6B model is free to use.
Q: Can I install both Whisper and Qwen3 locally? A: Yes. They are stored in separate folders, and you can switch engines at any time in Settings.