| Date | Topic | Slides | Reading | Assignment | Solutions |
| Feb 20, Fri | Introduction, Course structure, Applications of audio and music signal processing,
Overview,
| Lecture 1 | - | + | * |
| Feb 27, Fri | Audio Representations, Sampling, PCM, Fourier representations, FFT, Spectrogram, Short time Fourier transform,
Music Representations (MIDI, Score), Musical constructs: rhythm, time signature, harmony, key, mode, maqam, chord symbols
| Lecture 2 Lecture 2b | - | + | * |
| Mar 06, Fri | Basic Synthesis techniques, additive, FM and physical model based synthesis, Karplus-Strong plucked string algorithm, Sinusoidal models, Phase vocoder, (Cepstral representations, Perception of musical sound)
| Lecture 3 (ISMIR 2006 Tutorial slides, 71-115) |
Problem set 1 | + | * |
| Mar 13, Fri | Tempo, Rhythm and Time Signature. Modelling and Estimation, Models for Matching, Automatic Accompaniment, Expressive timing, Interactive music performance systems
| Lecture 3 (link not active yet) | - | + | * |
| Mar 20, Fri | Fundamental Statistical techniques: Hidden Markov Models, Linear Dynamical Systems,
| Lecture 4 (updated) | - | + | * |
| Mar 27, Fri | Linear Dynamical Systems, Inference and Parameter estimation, Switching state space models, Audio and Music processing Applications | Lecture 6 (link not active yet) | - | + | * |
| Apr 03, Fri | Frequency and Monophonic Pitch: Modelling, Estimation and Tracking | Lecture 7 (link not active yet) | - | + | * |
| Apr 10, Fri | No lecture, due to SIU 2009
| Lecture 8 (link not active yet) | - | + | * |
| Apr 17, Fri | Audio Source Separation, Overview of approaches, Models and computational techniques, Multichannel source separation, Reverberation and dereverberation
| Lecture 9 (link not active yet) | - | + | * |
| Apr 24, Fri | Single channel audio source separation: Statistical models and inference techniques,
Random fields, Non-negative matrix factorisation models
| Lecture 10 (link not active yet) | - | + | * |
| May 01, Fri | Spring Break | + | - | + | * |
| May 08, Fri | Polyphonic Pitch estimation, State space models, Hierarchical Non-negative matrix factorisation models
| Lecture 11 (link not active yet) | - | Problem set 2 | * |
| May 15, Fri | Classification: Instrument sound, genre, style, mood
| Lecture 12 (link not active yet) | - | + | * |
| May 22, Fri | Large Scale Music Information Retrieval, Locality Sensitive Hashing,
| Lecture 13 (link not active yet) | Further info about Source Separation | Problem Set 3 ,
Clip 1 ,
Clip 2 ,
Clip 3 , Code for MDCT | * |
