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| '''CS229 Machine Learning Project Proposal'''
| | [http://ccrma.stanford.edu/~njb/cs229/ Please go here] |
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| '''People'''
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| Students: Nicholas J. Bryan
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| Professors: Ge Wang, Andrew Ng
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| '''Papers to Read/Concepts to Understand'''
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| HMMs and how they are used for speech recognition
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| How the knowledge of HMMs/speech recognition can be applied to rhythm understanding
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| [http://www.ece.ucsb.edu/Faculty/Rabiner/ece259/Reprints/tutorial%20on%20hmm%20and%20applications.pdf A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition]
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| [http://www.cse.ogi.edu/class/cse552/ Hidden Markov Models for Speech Recognition OGI School of Science & Engineering Course Website] | |
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| [http://ismir2007.ismir.net/proceedings/ISMIR2007_p297_antonopoulos.pdf Music Retrieval By Rhythmic Similarity Applied on Greek and African Traditional Music]
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| [http://ismir2002.ismir.net/proceedings/02-FP02-3.pdf Pattern Discovery Techniques for Music Audio]
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| [http://ismir2004.ismir.net/proceedings/p043-page-232-paper236.pdf Understanding Search Performance in Query-By-Humming Systems]
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| [http://ismir2004.ismir.net/proceedings/p033-page-164-paper226.pdf Casual Tempo Tracking of Audio]
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| [http://ismir2004.ismir.net/proceedings/p101-page-554-paper247.pdf Eigenrhythms: Drum Pattern Basis Sets For Classification and Generation]
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| [http://ismir2002.ismir.net/proceedings/03-SP02-1.pdf Audio Retrieval by Rhythmic Similarity]
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| [http://ismir2004.ismir.net/proceedings/p035-page-178-paper215.pdf Beat and Meter Extraction Using Gaussified Onsets]
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| [http://ismir2005.ismir.net/proceedings/1061.pdf Drum Track Transcription of Polyphonic Music Using Noise Subspace Projection]
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| [http://ismir2007.ismir.net/proceedings/ISMIR2007_p219_gillet.pdf Supervised and Unsupervised Sequence Modeling for Drum Transcription]
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| [http://ismir2006.ismir.net/PAPERS/ISMIR06Gouyon-Tutorial.pdf ISMIR 2006 Tutorial: Computational Rhythm Description]
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| [http://ismir2004.ismir.net/proceedings/p030-page-150-paper167.pdf Extraction of Drum Patterns and Their Description within the MPEG-7 High-Level Framework]
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| [http://ismir2005.ismir.net/proceedings/1064.pdf Continuous HMM and its Enhancement for Signing/Humming Query Retrieval]
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| [http://ismir2005.ismir.net/proceedings/1031.pdf Rhythm-Based Segmentation of Popular Chinese Music]
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| [http://ismir2002.ismir.net/proceedings/02-FP01-3.pdf Indexing Hidden Markov Models for Music Retrieval]
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| [http://ismir2005.ismir.net/proceedings/1109.pdf New Music Interfaces for Rhythm-Based Retrieval]
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