Polymath: Transforms music libraries into sample-collections with AI
Frequently Asked Questions about Polymath
What is Polymath?
Polymath is an AI tool designed to convert any music library into a structured sample library. It uses machine learning techniques for source separation, musical structure analysis, key detection, and MIDI transcription. The tool automatically separates songs into stems like beats and bass, aligns them to a common tempo, and provides detailed musical information. It is useful for music producers, DJs, and developers working with audio data. Users can process local files or YouTube music, making it versatile for various music projects and data creation tasks.
Key Features:
- Source Separation
- Music Structure Segmentation
- Pitch Detection
- MIDI Transcription
- Quantization & Alignment
- Music Info Retrieval
- Neural Network Analysis
Who should be using Polymath?
AI Tools such as Polymath is most suitable for Music Producers, DJs, Audio Data Scientists, ML Audio Developers & Music Researchers.
What type of AI Tool Polymath is categorised as?
What AI Can Do Today categorised Polymath under:
How can Polymath AI Tool help me?
This AI tool is mainly made to music library conversion. Also, Polymath can handle separate audio into stems, analyze musical structure, convert audio to midi, quantize music to beats & retrieve musical info for you.
What Polymath can do for you:
- Separate audio into stems
- Analyze musical structure
- Convert audio to MIDI
- Quantize music to beats
- Retrieve musical info
Common Use Cases for Polymath
- Create custom sample libraries for music production
- Generate datasets for training music generation models
- Create mash-ups by combining elements from different songs
- Analyze musical structure for research purposes
- Transcribe audio into MIDI for remixing or editing
How to Use Polymath
Clone the repository, install dependencies with pip, and run the scripts on your music files to generate separated stems, analyze musical structure, and convert audio to MIDI.
What Polymath Replaces
Polymath modernizes and automates traditional processes:
- Manual music editing and separation
- Traditional sample library creation
- Manual transcription of music
- Basic music analysis by hand
- Limited to specific software for music manipulation
Additional FAQs
What are the system requirements?
Python 3.7 to 3.10, ffmpeg, and optional Docker support.
Does it support GPU acceleration?
Yes, it supports GPU for faster processing if CUDA is configured.
Can I use it with YouTube music?
Yes, you can process music files from YouTube by downloading them first.
Is this tool open source?
Yes, it is licensed under MIT and available on GitHub.
Discover AI Tools by Tasks
Explore these AI capabilities that Polymath excels at:
- music library conversion
- separate audio into stems
- analyze musical structure
- convert audio to midi
- quantize music to beats
- retrieve musical info
AI Tool Categories
Polymath belongs to these specialized AI tool categories:
Getting Started with Polymath
Ready to try Polymath? This AI tool is designed to help you music library conversion efficiently. Visit the official website to get started and explore all the features Polymath has to offer.