Zhipu model card introduces GLM-ASR-Nano-2512, which is about 1.5B in size and covers speech scenarios such as Mandarin, English, Cantonese and soft voice. This is specific version information, and this article has not verified its effect on readers' devices.
Compare the same sentence using different recording conditions
ChinaOPC recommends recording clear close speech, longer distance and background noise samples after obtaining consent, keeping the content the same. If each model fails to recognize the same position, you should first check the recording quality instead of continuing to add prompt words.
Proofreading prioritizes errors that change meaning
Errors in numbers, negative words, and names may be more important than ordinary pauses. You can mark these fields first and then listen back manually; if you can't hear clearly, leave an uncertain explanation. Promises or amounts that were not actually heard cannot be made up based on the context.
Small models also require a complete service process
Input sampling, segmentation, file permissions, and results preservation all impact actual delivery. Trial records should include audio conditions, operating environment, manual modifications, and failure samples. MIT license information can be used as a checkpoint, but permission to use the recording and the personal information contained therein still needs to be independently confirmed.
Extended reading: AI model.