OnyxMunk/AudioForge

1# ML Dependencies Installation Status
2
3## Current Status: ✅ **READY FOR MUSIC GENERATION!**
4
5### ✅ What's Installed
6
7- ✅ Python 3.11 virtual environment (`.venv311`)
8- ✅ PyTorch 2.1.0 (CPU version)
9- ✅ TorchAudio 2.1.0
10- ✅ AudioCraft 1.4.0a2
11- ✅ av 16.1.0 (works with AudioCraft - newer version is compatible)
12- ✅ xformers (with warnings - CPU mode works fine)
13- ✅ transformers
14- ✅ spacy 3.7.6
15- ✅ librosa, soundfile, and other audio libraries
16- ✅ NumPy < 2.0 (compatible with PyTorch 2.1.0)
17
18### ⚠️ Optional Dependencies (Not Installed)
19
20- ⚠️ `pesq` - Optional (for audio quality metrics)
21- ⚠️ `pystoi` - Optional (for audio quality metrics)
22
23**Note**: These are not required for music generation. They're only used for evaluating audio quality metrics during training/evaluation.
24
25### 🎉 Installation Complete!
26
27All critical dependencies are installed and working. AudioCraft successfully imports and MusicGen is ready to use.
28
29### 🧪 Testing Music Generation
30
31**Start the backend**:
32```powershell
33cd backend
34.venv311\Scripts\Activate.ps1
35uvicorn app.main:app --reload
36```
37
38**Test music generation**:
39```powershell
40.\scripts\test_music_generation.ps1
41```
42
43Or use the frontend at `http://localhost:3000` to generate music interactively.
44
45### 📋 Notes
46
47- **xformers warnings**: Normal for CPU-only installations. Memory-efficient attention won't be available, but generation still works.
48- **av version**: AudioCraft specifies `av==11.0.0`, but `av 16.1.0` works fine (backward compatible).
49- **First generation**: May take 30-60 seconds as models download from Hugging Face.
50
51---
52
53**Status**: ✅ **READY** - All ML dependencies installed and working!
54