# GLM-ASR Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/glm-asr
> Markdown URL: https://aitinkerers.org/technologies/glm-asr.md
> Technology record last updated: 2026-02-26T11:12:12Z
> Generated: 2026-10-22T19:41:57Z

A generative speech-to-text framework leveraging the GLM-4 backbone to deliver high-accuracy transcriptions in noisy or technical environments.

GLM-ASR utilizes a 9B-parameter architecture to bridge the gap between acoustic modeling and linguistic context. It outperforms traditional CTC-based systems by using a transformer-based decoder to resolve homophones and complex terminology: achieving a Word Error Rate (WER) under 4.8% on the Wenetspeech corpus. The system supports long-form processing (up to 45 minutes of continuous audio) and handles multi-speaker scenarios with precise timestamping and semantic coherence.

- Official technology site: https://github.com/THUDM/GLM-4
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [UnaMentis: A mobile, AI, voice first learning platform](https://portland.aitinkerers.org/talks/rsvp_L4vjfVilvoQ)

- Event context: AI Tinkerers Portland: Building Voice Agents & Conversational AI Stacks — 2026-03-06 — Portland
- Public talk page: https://portland.aitinkerers.org/talks/rsvp_L4vjfVilvoQ

## Related Technologies

- [Android](https://aitinkerers.org/technologies/android) ([Markdown](https://aitinkerers.org/technologies/android.md)) — 11 public demos
- [GLM-ASR STT](https://aitinkerers.org/technologies/glm-asr-stt) ([Markdown](https://aitinkerers.org/technologies/glm-asr-stt.md)) — 1 public demo
- [iOS](https://aitinkerers.org/technologies/ios) ([Markdown](https://aitinkerers.org/technologies/ios.md)) — 8 public demos
- [Ministral-3](https://aitinkerers.org/technologies/ministral-3) ([Markdown](https://aitinkerers.org/technologies/ministral-3.md)) — 1 public demo
- [Pocket-TTS](https://aitinkerers.org/technologies/pocket-tts) ([Markdown](https://aitinkerers.org/technologies/pocket-tts.md)) — 1 public demo
- [Rust](https://aitinkerers.org/technologies/rust) ([Markdown](https://aitinkerers.org/technologies/rust.md)) — 57 public demos
- [Server](https://aitinkerers.org/technologies/server) ([Markdown](https://aitinkerers.org/technologies/server.md)) — 6 public demos
- [TTS](https://aitinkerers.org/technologies/tts) ([Markdown](https://aitinkerers.org/technologies/tts.md)) — 5 public demos