想在本地做音频事件识别，却不想安装笨重的 Python 和 PyTorch 环境？本教程带你用 ced-gguf 项目——小米 CED 音频标注模型的 GGUF 量化版，配合纯 C++ 推理引擎 ced.cpp，对哭声、狗吠、玻璃破碎等日常声音进行 527 类本地音频分类，全程无需 Python 环境。 什么是 ced-gguf？

On November 11, 2026, we will release a new book titled "Analysis of Acoustic Expression and Latent Space — Decoding Music ...

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Arm Developer Ecosystem has 48 repositories available. Follow their code on GitHub.

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Self-hostable web app for isolating the vocal, accompaniment, bass, and drums of any song. Supports Spleeter, Demucs, BS-RoFormer. Started in 2019.

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Learn how audio is represented as tensors, how to convert waveforms into spectrograms, and how to use TensorFlow to build a simple keyword classifier. Describe how sample rate, amplitude, channels, ...

QUAN-Transcribe-1.0, a fast Vietnamese speech recognition model, converted to Core ML to run on Apple devices. The Python package in this repo does not need PyTorch.