Publications of Douglas Eck sorted by title
A
| and , A First Look at Music Composition using LSTM Recurrent Neural Networks, IDSIA, number IDSIA-07-02, 2002 |
| , , and , A generative model for rhythms, in: Proceedings of the Twenty-three International Conference on Machine Learning (ICML'06), Helsinki, Finland, pages "", ACM, 2008 |
| , , and , A generative model for rhythms, 2007 |
| , , and , A graphical model for chord progressions embedded in a psychoacoustic space, in: Proceedings of the Twenty-second International Conference on Machine Learning (ICML'05), Bonn, Germany, pages 641--648, ACM Press, 2005 |
| , A Machine-Learning Approach to Musical Sequence Induction That Uses Autocorrelation to Bridge Long Timelags, in: {The Proceedings of the Eighth International Conference on Music Perception and Cognition ({ICMPC}8)}, pages 542-543, Causal Productions, 2004 |
| , A Network of Relaxation Oscillators that Finds Downbeats in Rhythms, in: {Artificial Neural Networks -- ICANN 2001 (Proceedings)}, pages 1239--1247, Springer, 2001 |
[URL] |
| , A Network of Relaxation Oscillators that Finds Downbeats in Rhythms, IDSIA, number IDSIA-06-01, 2001 |
| , and , A New Approach to Continuous Speech Recognition Using LSTM Recurrent Neural Networks, IDSIA, number IDSIA-14-03, 2003 |
| , A Positive-Evidence Model for Classifying Rhythmical Patterns, IDSIA, number IDSIA-09-00, 2000 |
| , A Positive-Evidence Model for Rhythmical Beat Induction (2001), in: Journal of New Music Research, 30:2(187--200) |
[URL] |
| , and , A Probabilistic Model for Chord Progressions, in: {Proceedings of the 6th International Conference on Music Information Retrieval ({ISMIR} 2005)}, pages 312-319, 2005 |
| and , A Supervised Classification Algorithm For Note Onset Detection (2007), in: EURASIP Journal on Applied Signal Processing, 2007:ID 43745(1--13) |
[URL] |
| and , A Tempo-Extraction Algorithm Using an Autocorrelation Phase Matrix and Shannon Entropy, 2005 |
[URL] |
| , , , and , Aggregate Features and AdaBoost for Music Classification (2006), in: Machine Learning, 65(473--484) |
|
| and , An Exploration of Representational Complexity via Coupled Oscillators, in: {Proceedings of the Tenth Midwest Artificial Intelligence and Cognitive Science Society}, MIT Press, 1999 |
[URL] |
| , and , An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism, in: Neural Information Processing Systems Conference (NIPS) 22, pages 405--413, "", 2009 |
[URL] |
| , and , Applying LSTM to Time Series Predictable Through Time-Window Approaches, in: {Artificial Neural Networks -- ICANN 2001 (Proceedings)}, pages 669--676, Springer, 2001 |
[URL] |
| , and , Applying LSTM to Time Series Predictable Through Time-Window Approaches, IDSIA, number IDSIA-22-00, 2000 |
| , , and , Automatic Generation of Social Tags for Music Recommendation, in: Advances in Neural Information Processing Systems 20 (NIPS'07), MIT Press, 2008 |
[URL] |
| , and , Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio, in: 10th International Society for Music Information Retrieval Conference, Kobe, Japan, pages 399--404, 2009 |
[URL] |
| , , and , Autotagger: A Model For Predicting Social Tags from Acoustic Features on Large Music Databases (2008), in: Journal of New Music Research |
[URL] |
| , and , Autotagging music using supervised machine learning, in: {Proceedings of the 8th International Conference on Music Information Retrieval ({ISMIR} 2007)}, 2007 |
|
B
| , Beat Induction Using an Autocorrelation Phase Matrix, in: The Proceedings of the 9th International Conference on Music Perception and Cognition ({ICMPC9}), pages 931-932, Causal Productions, 2006 |
| , Beat Tracking Using an Autocorrelation Phase Matrix, in: {Proceedings of the 2007 International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, pages 1313--1316, IEEE Signal Processing Society, 2007 |
[URL] |
