Polymath
What is Polymath?
Polymath is a tool that converts any music library into a music production sample-library using machine learning. It separates songs into stems, analyzes musical structures, and converts audio to MIDI, making it easier for music producers and developers.
How to use Polymath?
To use Polymath, clone the repository, install the requirements, and run commands to add songs, quantize them, or convert audio to MIDI. Commands include adding YouTube videos or audio files, searching for similar songs, and processing audio to MIDI.
Polymath Pros and Cons
Pros
- Powerful Music Library Conversion: Polymath can convert any music library into a production sample-library using machine learning, allowing for the separation of songs into various stems and creating a searchable sample library.
- Automatic Song Analysis: The tool automatically analyzes songs to extract musical structures, keys, and other audio features, which enhances workflow for music producers and DJs.
- Integration with Machine Learning Tools: Polymath utilizes advanced neural networks for tasks such as music source separation, structure segmentation, and pitch tracking, demonstrating its strong technical foundation.
- Ease of Use for Music Creation: Users can effortlessly combine elements from different songs to create unique compositions, making it user-friendly for producers.
- Community Support: Polymath has an active community on Discord where users can share experiences and seek help, enhancing user support.
Cons
- Limited Documentation on Installation: While installation instructions are provided, the documentation could be more comprehensive, particularly for troubleshooting.
- Mixed Results in MIDI Conversion: The current Audio2Midi model yields mixed results, especially with drums and percussion, indicating potential technical limitations.
Polymath Compare
| Tool Name | Introduction | Pricing | Type | Rating | Launch Date | Learn more |
|---|---|---|---|---|---|---|
Contribute to deep-floyd/IF development by creating an account on GitHub. | Free | -- | October 8, 2007 | Get deal | ||
Contribute to deep-floyd/IF development by creating an account on GitHub. | Free | October 8, 2007 | Get deal | |||
Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight - facebookresearch/shumai | Free | -- | October 8, 2007 | Get deal |
Info current as of post date. Offers and availability may vary by location and are subject to change.
Polymath Q&A
You need python version >=3.7 and <=3.10. From your terminal run: `git clone https://github.com/samim23/polymath` and `pip install -r requirements.txt`.
Polymath Alternatives
AI code-writing assistant that understands data content - approximatelabs/sketch
- Art & Design
- AI Design Generator
GitHub - abhagsain/ai-cli: Get answers for CLI commands from ChatGPT right from your terminal
- Writing & Editing
- AI Chatbot Generator
- Ai Text To Speech
- Ai Code Assistant
Polymath Social Listening
Solving ODEs using Polymath
Organized by textbook: https:/...
Polymath Tutorial
Introduction to Polymath
Video describes basic utility ...
Unlock to view 8 social media results.