Articles by tag: audio-generation

PyTorch Hooks for audio from LLM activations

Learn how to intercept Qwen activations via forward hooks and generate ambient. Monkey patching MusicGen for vision-to-audio. Code and details for middle/senior dev.

ACE-Step 1.5: music neural network outperforms Suno locally

Open-source model ACE-Step 1.5 XL generates music locally, outperforms Suno in SongEval. LM+DiT architecture, from 4 GB VRAM. Installation, benchmarks, limitations. Test it yourself for IT projects.