Njbml
CS229 Machine Learning Project Proposal
People
Students: Nicholas J. Bryan
Professors: Ge Wang, Andrew Ng
Papers to Read/Concepts to Understand
HMMs and how they are used for speech recognition
How the knowledge of HMMs/speech recognition can be applied to rhythm understanding
A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition
Hidden Markov Models for Speech Recognition OGI School of Science & Engineering Course Website
Music Retrieval By Rhythmic Similarity Applied on Greek and African Traditional Music
Pattern Discovery Techniques for Music Audio
Understanding Search Performance in Query-By-Humming Systems
Casual Tempo Tracking of Audio
Eigenrhythms: Drum Pattern Basis Sets For Classification and Generation
Audio Retrieval by Rhythmic Similarity
Beat and Meter Extraction Using Gaussified Onsets
Drum Track Transcription of Polyphonic Music Using Noise Subspace Projection
Supervised and Unsupervised Sequence Modeling for Drum Transcription
ISMIR 2006 Tutorial: Computational Rhythm Description
Extraction of Drum Patterns and Their Description within the MPEG-7 High-Level Framework
Continuous HMM and its Enhancement for Signing/Humming Query Retrieval
Rhythm-Based Segmentation of Popular Chinese Music
Indexing Hidden Markov Models for Music Retrieval
New Music Interfaces for Rhythm-Based Retrieval
MIR in Matlab (II): A Toolbox for Musical Feature Extraction from Audio
Pattern Matching in Polyphonic Music as a WEighted Geometric Translation Problem
The dangers of parsimony in query-by-humming applications
An Investigation of Feature Models for Music Genre Classification Using theSupport Vector Classifier
Rhythmic Similarity through Elaboration
Drum Transcription in Polyphonic Music Using Non-Negative Matrix Factorisation
A Drum Pattern Retrieval Method By Voice Percussion
From Rhythm Patterns to Perceived Tempo
Joint Beat & Tatum Tracking From Music Signals
Percussion Classification in Polyphonic Audio Recordings Using Localized Sound Models
Rhythm and Tempo Recognition of music Performance From a Probabilistic Approach
A comparison of Rhythmic Similarity Measures
Query-by-beat -boxing: Music Retreival for the DJ
Applying Rhythmic Similarity Based on Inner Metric Analysis to Folksong Research