Douglas Eck

	2011
38		Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis: Proceedings of the 1st international ACM workshop on Music information retrieval with user-centered and multimodal strategies, Scottsdale, AZ, USA, November 28 - December 01, 2011 ACM 2011
37		Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis: 1st international ACM workshop on music information retrieval with user-centered and multimodal strategies (MIRUM). ACM Multimedia 2011: 603-604
36		Philippe Hamel, Simon Lemieux, Yoshua Bengio, Douglas Eck: Temporal Pooling and Multiscale Learning for Automatic Annotation and Ranking of Music Audio. ISMIR 2011: 729-734
35		Cynthia C. S. Liem, Meinard Müller, Douglas Eck, George Tzanetakis, Alan Hanjalic: The need for music information retrieval with user-centered and multimodal strategies. MIRUM 2011: 1-6
34		Michael I. Mandel, Razvan Pascanu, Douglas Eck, Yoshua Bengio, Luca Maria Aiello, Rossano Schifanella, Filippo Menczer: Contextual tag inference. TOMCCAP 7(Supplement): 32 (2011)
	2010
33		Philippe Hamel, Douglas Eck: Learning Features from Music Audio with Deep Belief Networks. ISMIR 2010: 339-344
32		Michael I. Mandel, Douglas Eck, Yoshua Bengio: Learning Tags that Vary Within a Song. ISMIR 2010: 399-404
31		James Bergstra, Michael I. Mandel, Douglas Eck: Scalable Genre and Tag Prediction with Spectral Covariance. ISMIR 2010: 507-512
	2009
30		Douglas Eck, Dan Ellis, Philippe Hamel: Workshop summary: Sparse methods for music audio. ICML 2009: 171
29		François Maillet, Douglas Eck, Guillaume Desjardins, Paul Lamere: Steerable Playlist Generation by Learning Song Similarity from Radio Station Playlists. ISMIR 2009: 345-350
28		Philippe Hamel, Sean Wood, Douglas Eck: Automatic Identification of Instrument Classes in Polyphonic and Poly-Instrument Audio. ISMIR 2009: 399-404
27		Aaron C. Courville, Douglas Eck, Yoshua Bengio: An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism. NIPS 2009: 405-413
26		Matthew E. P. Davies, Mark D. Plumbley, Douglas Eck: Towards a musical beat emphasis function. WASPAA 2009: 61-64
25		Jean-François Paiement, Samy Bengio, Douglas Eck: Probabilistic models for melodic prediction. Artif. Intell. 173(14): 1266-1274 (2009)
	2008
24		Jean-François Paiement, Yves Grandvalet, Samy Bengio, Douglas Eck: A distance model for rhythms. ICML 2008: 736-743
23		Pierre-Antoine Manzagol, Thierry Bertin-Mahieux, Douglas Eck: On the Use of Sparce Time Relative Auditory Codes for Music. ISMIR 2008: 603-608
	2007
22		Paul Lamere, Douglas Eck: Using 3D Visualizations to Explore and Discover Music. ISMIR 2007: 173-174
21		Douglas Eck, Thierry Bertin-Mahieux, Paul Lamere: Autotagging Music Using Supervised Machine Learning. ISMIR 2007: 367-368
20		Douglas Eck, Paul Lamere, Thierry Bertin-Mahieux, Stephen Green: Automatic Generation of Social Tags for Music Recommendation. NIPS 2007
19		Alexandre Lacoste, Douglas Eck: A Supervised Classification Algorithm for Note Onset Detection. EURASIP J. Adv. Sig. Proc. 2007: (2007)
	2006
18		Jean-François Paiement, Douglas Eck, Samy Bengio: Probabilistic Melodic Harmonization. Canadian Conference on AI 2006: 218-229
17		James Bergstra, Alexandre Lacoste, Douglas Eck: Predicting genre labels for artist using FreeDB. ISMIR 2006: 85-88
16		Herbert Jaeger, Douglas Eck: Can't Get You Out of My Head: A Connectionist Model of Cyclic Rehearsal. ZiF Workshop 2006: 310-335
15		James Bergstra, Norman Casagrande, Dumitru Erhan, Douglas Eck, Balázs Kégl: Aggregate features and ADABOOSTfor music classification. Machine Learning 65(2-3): 473-484 (2006)
	2005
14		Jean-François Paiement, Douglas Eck, Samy Bengio, David Barber: A graphical model for chord progressions embedded in a psychoacoustic space. ICML 2005: 641-648
13		Jean-François Paiement, Douglas Eck, Samy Bengio: A Probabilistic Model for Chord Progressions. ISMIR 2005: 312-319
12		Norman Casagrande, Douglas Eck, Balázs Kégl: Frame-Level Audio Feature Extraction Using AdaBoost. ISMIR 2005: 345-350
11		Douglas Eck, Norman Casagrande: Finding Meter in Music Using An Autocorrelation Phase Matrix and Shannon Entropy. ISMIR 2005: 504-509
	2004
10		Alex Graves, Douglas Eck, Nicole Beringer, Jürgen Schmidhuber: Biologically Plausible Speech Recognition with LSTM Neural Nets. BioADIT 2004: 127-136
	2003
9		Juan Antonio Pérez-Ortiz, Felix A. Gers, Douglas Eck, Jürgen Schmidhuber: Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets. Neural Networks 16(2): 241-250 (2003)
	2002
8		Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber: DEKF-LSTM. ESANN 2002: 369-376
7		Juan Antonio Pérez-Ortiz, Jürgen Schmidhuber, Felix A. Gers, Douglas Eck: Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters. ICANN 2002: 1055-1069
6		Douglas Eck, Jürgen Schmidhuber: Learning the Long-Term Structure of the Blues. ICANN 2002: 284-289
5		Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber: Learning Context Sensitive Languages with LSTM Trained with Kalman Filters. ICANN 2002: 655-660
4		Jürgen Schmidhuber, Felix A. Gers, Douglas Eck: Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM. Neural Computation 14(9): 2039-2041 (2002)
	2001
3		Douglas Eck: A Network of Relaxation Oscillators that Finds Downbeats in Rhythms. ICANN 2001: 1239-1247
2		Felix A. Gers, Douglas Eck, Jürgen Schmidhuber: Applying LSTM to Time Series Predictable through Time-Window Approaches. ICANN 2001: 669-676
	1999
1		Michael Gasser, Douglas Eck, Robert F. Port: Meter as Mechanism: A Neural Network Model that Learns Metrical Patterns. Connect. Sci. 11(2): 187-216 (1999)

Coauthor Index

1	Luca Maria Aiello	[34]
2	David Barber	[14]
3	Samy Bengio	[13] [14] [18] [24] [25]
4	Yoshua Bengio	[27] [32] [34] [36]
5	James Bergstra	[15] [17] [31]
6	Nicole Beringer	[10]
7	Thierry Bertin-Mahieux	[20] [21] [23]
8	Norman Casagrande	[11] [12] [15]
9	Aaron C. Courville	[27]
10	Matthew E. P. Davies	[26]
11	Guillaume Desjardins	[29]
12	Daniel P. W. Ellis (Dan Ellis)	[30]
13	Dumitru Erhan	[15]
14	Michael Gasser	[1]
15	Felix A. Gers	[2] [4] [5] [7] [8] [9]
16	Yves Grandvalet	[24]
17	Alex Graves	[10]
18	Stephen Green	[20]
19	Philippe Hamel	[28] [30] [33] [36]
20	Alan Hanjalic	[35]
21	Herbert Jaeger	[16]
22	Balázs Kégl	[12] [15]
23	Alexandre Lacoste	[17] [19]
24	Paul Lamere	[20] [21] [22] [29]
25	Simon Lemieux	[36]
26	Cynthia C. S. Liem (Cynthia Liem)	[35] [37] [38]
27	François Maillet	[29]
28	Michael I. Mandel	[31] [32] [34]
29	Pierre-Antoine Manzagol	[23]
30	Filippo Menczer	[34]
31	Meinard Müller	[35] [37] [38]
32	Jean-François Paiement	[13] [14] [18] [24] [25]
33	Razvan Pascanu	[34]
34	Juan Antonio Pérez-Ortiz	[5] [7] [8] [9]
35	Mark D. Plumbley	[26]
36	Robert F. Port	[1]
37	Rossano Schifanella	[34]
38	Jürgen Schmidhuber	[2] [4] [5] [6] [7] [8] [9] [10]
39	George Tzanetakis	[35] [37] [38]
40	Sean Wood	[28]

Colors in the list of coauthors

Last update Tue May 29 20:41:18 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page