H.‐G. Purwins - Publications, H-index & Citations

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H.‐G. Purwins

Technical University of Berlin

41H-index

212Paper Count

6.3KCitation Count

Published Papers 18

Publication Date

Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2019-05-01

OAAI

Purwins, Hendrik; Sturm, Bob; Li, Bo; Nam, Juhan; Alwan, Abeer

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Deep Learning for Audio Signal Processing

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2019-05-01

423

OAAI

Purwins, Hendrik; Li, Bo; Virtanen, Tuomas; Schlueter, Jan; Chang, Shuo-Yiin; Sainath, Tara

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Unsupervised Incremental Online Learning and Prediction of Musical Audio Signals

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2016-05-01

OAAI

Marxer, Ricard; Purwins, Hendrik

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Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification

JOURNAL OF NEURAL ENGINEERING

IF3.8

2014-03-10

OAAI

Treder, M. S.; Purwins, H.; Miklody, D.; Sturm, I.; Blankertz, B.

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Regression Methods for Virtual Metrology of Layer Thickness in Chemical Vapor Deposition

IEEE-ASME TRANSACTIONS ON MECHATRONICS

IF7.3

2014-02-01

OAAI

Purwins, Hendrik; Barak, Bernd; Nagi, Ahmed; Engel, Reiner; Hoeckele, Uwe; Kyek, Andreas; Cherla, Srikanth; Lenz, Benjamin; Pfeifer, Guenter; Weinzierl, Kurt

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Sparse Approximations for Drum Sound Classification

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2011-09-01

PREAI

Scholler, Simon; Purwins, Hendrik

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What/when causal expectation modelling applied to audio signals

CONNECTION SCIENCE

IF3.4

2010-11-18

OAAI

Hazan, Amaury; Marxer, Ricard; Brossier, Paul; Purwins, Hendrik; Herrera, Perfecto; Serra, Xavier

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Trends and perspectives in music cognition research and technology

CONNECTION SCIENCE

IF3.4

2010-11-18

OAAI

Purwins, Hendrik; Hardoon, David R.

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Model cortical responses for the detection of perceptual onsets and beat tracking in singing

CONNECTION SCIENCE

IF3.4

2010-11-18

OAAI

Coath, Martin; Denham, Susan L.; Smith, Leigh M.; Honing, Henkjan; Hazan, Amaury; Holonowicz, Piotr; Purwins, Hendrik

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Dissipative solitons

ADVANCES IN PHYSICS

IF13.8

2010-09-01

207

PREAI

Purwins, H. -G.; Boedeker, H. U.; Amiranashvili, Sh.

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We perceive music before we understand speech

PHYSICS OF LIFE REVIEWS

IF14.3

2010-03-01

OAAI

Purwins, Hendrik

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Computational models of music perception and cognition I: The perceptual and cognitive processing chain

PHYSICS OF LIFE REVIEWS

IF14.3

2008-09-01

OAAI

Purwins, Hendrik; Herrera, Perfecto; Grachten, Maarten; Hazan, Amaury; Marxer, Ricard; Serra, Xavier

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Computational models of music perception and cognition II: Domain-specific music processing

PHYSICS OF LIFE REVIEWS

IF14.3

2008-09-01

PREAI

Purwins, Hendrik; Grachten, Maarten; Herrera, Perfecto; Hazan, Amaury; Marxer, Ricard; Serra, Xavier

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Current spots in an obstructed planar glow discharge

JOURNAL OF PHYSICS D-APPLIED PHYSICS

IF3.2

2005-03-18

PREAI

Gurevich, EL; Amiranashvili, S; Purwins, HG

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Voronoi diagrams in barrier gas discharge

APPLIED PHYSICS LETTERS

IF3.6

2002-10-28

PREAI

Zanin, AL; Liehr, AW; Moskalenko, AS; Purwins, HG

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High-speed switch-on of a semiconductor gas discharge image converter using optimal control methods

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2001-06-01

PREAI

Kim, JHR; Maurer, H; Astrov, YA; Bode, M; Purwins, HG

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Frequency-locked, quasiperiodic, and chaotic motions of current-density filaments in a semiconductor device

PHYSICAL REVIEW B

IF3.7

1996-11-15

PREAI

Niedernostheide, FJ; Brillert, C; Kukuk, B; Purwins, HG; Schulze, HJ

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SPECIAL PURPOSE COMPUTER FOR NONLINEAR DIFFERENTIAL-EQUATIONS

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

1985-06-01

PREAI

RADEHAUS, C; WALDOWSKI, M; KARDELL, K; BERKEMEIER, J; WIESEMANN, M; PURWINS, HG

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Research Directions