GLM-ASR - Wisdom Spectrum AI open source high-performance speech recognition model series

What is GLM-ASR

GLM-ASR is a series of high-performance speech recognition models open-sourced by Wisdom Spectrum AI, including the cloud model GLM-ASR-2512 and the open-source end-side model GLM-ASR-Nano-2512. GLM-ASR-2512 is the world's leading cloud-based speech recognition model, supporting multi-scene, multi-language, and multi-accent, with an outstanding character error rate of 0.0717. GLM-ASR-Nano-2512 is a 1.5B-parameter end-side model optimized for complex environments, supporting dialects such as Cantonese, with strong low-volume speech recognition and an average error rate as low as 4.10.

GLM-ASR Functional Features

• High-precision speech recognition: GLM-ASR-2512 performs well in complex environments with multiple scenarios, languages, and accents, with a character error rate of only 0.0717. GLM-ASR-Nano-2512, as an open-source end-side model, performs well with an average error rate as low as 4.10.
• Dialect and low volume voice optimizationThe GLM-ASR-Nano-2512 is optimized for dialects such as Cantonese, and excels in "whispering" scenarios, accurately capturing audio at very low volumes.
• Multi-language support: Supports multiple languages such as Mandarin, English and Cantonese to meet the needs of different users.
• Intelligent Operation IntegrationThe Smart Spectrum AI Input Method based on the GLM-ASR model supports intelligent operations such as speech-to-text, translation, rewriting, and emotion conversion, and users can directly invoke the big model capabilities in the input method.
• Privacy and Low Latency: The GLM-ASR-Nano-2512 supports local operation, ensuring data privacy while reducing interaction latency.
• Flexible Scenario Adaptation: It supports the switching of thousands of personas, adapting to a variety of scenarios such as work and life, and providing personalized expression.
• Developer Friendly: Provide detailed usage guidelines and sample code , support integration with mainstream inference frameworks , to facilitate rapid deployment of developers .

Core Benefits of GLM-ASR

• High-precision recognition: Industry-leading performance in complex environments with multiple scenarios, languages, and accents with extremely low character error rates.
• Dialect and low volume voice optimization: It is specially optimized for dialects such as Cantonese and low-volume speech scenes, filling the gap of dialect speech recognition.
• Open source and flexible deployment: Provides an open source end-side model, GLM-ASR-Nano-2512, which supports local operation and protects user privacy while reducing interaction latency.
• Multi-language support: Supports multiple languages such as Mandarin, English and Cantonese to meet the needs of different users.
• Intelligent Operation IntegrationThe model-based Smart Spectrum AI input method supports intelligent operations such as speech-to-text, translation, rewriting, and emotion conversion to enhance the user experience.
• Personalized Adaptation: It supports the switching of thousands of personas, adapting to a variety of scenarios such as work and life, and providing personalized expression.

What is GLM-ASR's official website?

• GitHub repository:: https://github.com/zai-org/GLM-ASR
• HuggingFace Model Library:: https://huggingface.co/zai-org/GLM-ASR-Nano-2512

People for whom GLM-ASR is indicated

• General office users: Need to efficiently record meetings, organize notes, and quickly complete document editing and organization through speech-to-text.
• content creator: e.g., bloggers, video producers, etc., for quickly generating video subtitles, first drafts of articles, etc., to improve the efficiency of content creation.
• developers: Supports voice input of code logic and comments to help developers quickly find instructions, complete complex tasks, and improve programming efficiency.
• student population: For classroom note-taking, language learning (e.g., translation, rewriting), and enhancing learning efficiency and language proficiency.
• multilingual speaker: Supports multiple languages and dialects, suitable for users who need voice interaction in different language environments.
• Privacy Sensitive Users: GLM-ASR-Nano supports local operation and ensures data privacy for users with high privacy requirements.