Vector quantization and signal compression
Vector quantization and signal compression
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Proceedings of the third ACM international conference on Multimedia
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Proceedings of the first ACM international conference on Digital libraries
Machine musicianship
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Locality-sensitive hashing scheme based on p-stable distributions
SCG '04 Proceedings of the twentieth annual symposium on Computational geometry
Classification-based melody transcription
Machine Learning
Signal Processing Methods for Music Transcription
Signal Processing Methods for Music Transcription
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EURASIP Journal on Applied Signal Processing
Automatic transcription of melody, bass line, and chords in polyphonic music
Computer Music Journal
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Making chroma features more robust to timbre changes
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
On prediction using variable order Markov models
Journal of Artificial Intelligence Research
Source/filter model for unsupervised main melody extraction from polyphonic audio signals
IEEE Transactions on Audio, Speech, and Language Processing
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IEEE Transactions on Audio, Speech, and Language Processing
Blind separation of speech mixtures via time-frequency masking
IEEE Transactions on Signal Processing
IEEE Transactions on Audio, Speech, and Language Processing
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IEEE Transactions on Audio, Speech, and Language Processing
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IEEE Transactions on Audio, Speech, and Language Processing
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IEEE Transactions on Audio, Speech, and Language Processing
Melody Transcription From Music Audio: Approaches and Evaluation
IEEE Transactions on Audio, Speech, and Language Processing
IEEE Transactions on Audio, Speech, and Language Processing
Instrument-Specific Harmonic Atoms for Mid-Level Music Representation
IEEE Transactions on Audio, Speech, and Language Processing
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This paper discusses techniques for pattern induction and matching in musical audio. At all levels of music - harmony, melody, rhythm, and instrumentation - the temporal sequence of events can be subdivided into shorter patterns that are sometimes repeated and transformed. Methods are described for extracting such patterns from musical audio signals (pattern induction) and computationally feasible methods for retrieving similar patterns from a large database of songs (pattern matching).