{"repo":"musicinformationretrieval/musicinformationretrieval.com","free":true,"listed":false,"github":"https://github.com/musicinformationretrieval/musicinformationretrieval.com","clone":"git clone https://github.com/musicinformationretrieval/musicinformationretrieval.com.git","description":"Instructional notebooks on music information retrieval.","language":"Jupyter Notebook","stars":1278,"topics":["ipython-notebook","music-information-retrieval","python","machine-learning","music","jupyter-notebook"],"license":"MIT","category":"machine-learning","readme_excerpt":"musicinformationretrieval.com ============================= Introduction ------------ 1. About This Site 2. What is MIR? 3. Python Basics and Dependencies 4. Jupyter Basics 5. Jupyter Audio Basics 6. SoX and ffmpeg 7. NumPy and SciPy Basics Music Representations --------------------- 1. Sheet Music Representations 2. Symbolic Representations 3. Audio Representation 4. Tuning Systems 5. MIDI Note to Frequency Conversion Table 6. Understanding Audio Features through Sonification Signal Analysis and Feature Extraction -------------------------------------- 1. Basic Feature Extraction 2. Segmentation 3. Energy and RMSE 4. Zero Crossing Rate 5. Fourier Transform 6. Short-time Fourier Transform and Spectrogram 7. Constant-Q Transform and Chroma 8. Video: Chroma Features 9. Magnitude Scaling 10. Spectral Features 11. Autocorrelation 12. Pitch Transcription Exercise Rhythm, Tempo, and Beat Tracking -------------------------------- 1. Novelty Functions 2. Peak Picking 3. Onset Detection 4. Onset-based Segmentation with Backtracking 5. Tempo Estimation 6. Beat Tracking 7. Video: Tempo and Beat Tracking 8. Drum Transcription using ADTLib Machine Learning ---------------- 1. K-Means Clustering 2. Exercise: Unsupervised Instrument Classification using K-Means 3. Neural Networks 4. Genre Recognition 5. Exercise: Genre Recognition Evaluation ---------- 1. Introduction to mir eval 2. Onset Detection 3. Beat Tracking 4. Chord Estimation Music Synchronization --------------------- 1. Dynamic P","default_branch":null,"files":null,"tree":[],"storefront":"/r/musicinformationretrieval","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/musicinformationretrieval/musicinformationretrieval.com/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}