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Prof. Gerald Schuller

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Phone +49 3677 69-2890

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INHALTE

Publications

Filter Banks and Audio Coding

Compressing Audio Signals Using Python

Filter Banks and Audio Coding - Compressing Audio Signals Using Python is the title of the new book by Professor Gerald Schuller. It is aimed at master’s students and engineers in the field of audio coding. For students of the Media Technology and Communications and Signal Processing master’s courses, it is a companion book for the international audio coding lecture.

Link to the book (Springer)

2020

Gerald Schuller: "Filter Banks and Audio Coding | Compressing Audio Signals Using Python", Springer Verlag 2020, ISBN 978-3-030-51249-1

PyBerlin 15 Meetup, Gerald Schuller: "Building and Programming Home Robots with Raspberry Pi and Python", April 23, 2020. https://www.youtube.com/watch?v=NCvKlgJ8A8k

S. I. Mimilakis, K. Drossos, E. Cano, and G. Schuller, "Examining theMapping Functions of Denoising Autoencoders in Singing Voice Separation”,IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 28,pp. 266–278, Jan. 2020.

Talk: PyBerlin 15 Meetup, Gerald Schuller: "Building and Programming Home Robots with Raspberry Pi and Python", April 23, 2020.

S. I. Mimilakis, K. Drossos, and G. Schuller, "Unsupervised InterpretableRepresentation Learning for Singing Voice Separation", inProceedings of the27th European Signal Processing Conference (EUSIPCO 2020), 2020.

S. I. Mimilakis, K. Drossos, and G. Schuller,Revisiting RepresentationLearning for Singing Voice Separation with Sinkhorn Distances, 2020. arXiv:[2007.02780]

2019

Gerald Schuller: "Digital Filters, Filter Banks and Their Design for Audio Applications", Tutorial at 146th AES Convention, March 21-23, 2019, Dublin, Ireland.

Renato de Castro Rabelo Profeta and Gerald Schuller: "Feature-based Classification of Electric Guitar Types", Machine Learning and Knowledge Discovery in Databases, International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019

Gerald Schuller: "Digital Filters, Filter Banks and Their Design for Audio Applications", Tutorial at 147th AES Convention, October, 2019, 16 – 19, New York, NY, USA

Oleg Golokolenko and Gerald Schuller: "FAST TIME DOMAIN STEREO AUDIO SOURCE SEPARATION USING FRACTIONAL DELAY FILTERS", 147th AES Convention, October, 2019, 16 – 19, New York, NY, USA

Renato Profeta and Gerald Schuller: "Comparison of Human and Machine Recognition of Electric Guitar Types", 147th AES Convention, October 16–19, 2019 , New York, NY, USA

Gerald Schuller, Oleg Golokolenko: "Probabilistic Non-Convex Optimization for Stereo Source Separation", SANE 2019 - Speech and Audio in the Northeast October 24, 2019, New York, NY, USA

Oleg Golokolenko, Gerald Schuller: "A FAST STEREO AUDIO SOURCE SEPARATION FOR MOVING SOURCES", Asilomar Conference on Signals, Systems, and Computers, Nov 3-6, 2019, Asilomar, CA, USA

Talk, "A FAST STEREO AUDIO SOURCE SEPARATION FOR MOVING SOURCES", Adobe Inc., San Francisco, Vov. 7, 2019

Talk: PyBerlin 15 Meetup, Gerald Schuller: "Building and Programming Home Robots with Raspberry Pi and Python", April 23, 2020.

Former publications

Professional Activities

Associate Editor for the IEEE Transactions on Speech and Audio Processing, March 2002 to Feb. 2006
Associate Editor for the IEEE Transactions on Signal Processing, Feb. 2006 to Feb. 2009
Associate Editor, IEEE Transactions on Multimedia, since Feb. 2008
Member of the IEEE Technical Committee on Audio and Electroacoustics
Member of the IEEE Technical Committee on Speech Processing
Member of the Audio Engineering Society (AES) Technical Committee on Coding of Audio SignalsGuest Editor, EURASIP Journal on Applied Signal Processing, Special Issue on Multirate Systems and Applications, since Oct. 2005.
Technical Program Committee Member for the 14th European Signal Processing Conference 2006.
Workshop Chair and Organizer for the AES Workshop “Next Generation Audio Communications”, 119th AES Convention, New York, 7.-10. Okt. , 2005

Member of the technical committee, review committee and session chair for several sessions at the International Conference on Acoustics, Speech, and Signal Processing (ICASSP) and the Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)Publication Chair for the 2002 IEEE International Workshop on Multimedia Signal Processing

ISO/MPEG SC29/WG11 participation in lossless audio coding standardization

Publications

Books, Book Chapters
G. Schuller: "Audio Coding", chapter in "Audio Signal Processing for Next-Generation Multimedia Communication Systems", Y. Huang, J. Benesty (Eds.), Kluwer Academic Publishers, 2004, ISBN 1-4020-7768-8
G. Schuller: "Zeitvariante Filterbänke mit niedriger Systemverzögerung und perfekter Rekonstruktion", VDI Verlag, Düsseldorf, 1999, ISBN 3-18-326721-7 (in German, Ph.D. Thesis)
I. Selesnick, G. Schuller: "The Discrete Fourier Transform", chapter in the "Transforms and Data Compression Handbook", CRC Press LLC, Boca Raton, FL, 2001, ISBN 0-8493-3692-9


Journal Papers
G.Schuller, H.Krüger-Elencwajg: "Simulation von Operationsverstärkern", Elektronik No.14,15,16, 1989, (in German)
D.Warning, G.Schuller, H.Krüger-Elencwajg: "SPICE-Modellierung für Transimpedanzverstärker", Elektronik No. 15, 1994, (in German)
G.D.T. Schuller and M. J. T. Smith: "New Framework for Modulated Perfect Reconstruction Filter Banks", IEEE Transactions on Signal Processing, Vol.44, NO.8, August 1996, pp. 1941–1954
G. Schuller: "Low Delay Filter Banks with Perfect Reconstruction", Frequenz, 50(1996) 9–10
G. Schuller and T. Karp: "Modulated Filter Banks with Arbitrary System Delay: Efficient Implementations and teh Time-Varying Case", IEEE Transactions on Signal Processing, March 2000, pp. 737–748 
Yuan-Pei Lin, See-May Phoong, Ivan Selesnick, Soontorn Oraintara, Gerald Schuller: Editorial: "Multirate Systems and Applications"
EURASIP Journal on Advances in Signal Processing 01/2007;
G. Schuller, B. Yu, D. Huang, and B. Edler: "Perceptual Audio Coding using Adaptive Pre- and Post-Filters and Lossless Compression", IEEE Transactions on Speech and Audio Processing, September 2002, pp. 379–390 (IEEE Best Paper Award 2007)
G. Schuller, J. Kovavcevic, F. Masson, and Vivek K Goyal: "Robust Low-Delay Audio Coding Using Multiple Descriptions", IEEE Transactions on Speech and Audio Processing, September 2005, pp. 1014- 1024
Y. Yokotani, R. Geiger, G. Schuller, S. Oraintara, K.R. Rao: "Lossless Audio Coding using the IntMDCT and Rounding Noise Shaping'', IEEE Transactions on Audio, Speech, and Language Processing, Volume 14, Issue 6, Nov. 2006 Page(s):2201 - 2211
G. Schuller, M. Gruhne, T. Friedrich: "Fast Feature Extraction From Compressed Audio Data", IEEE Journal of Selected Topics in Signal Processing, Vol. 5, No. 6, pp. 1262-1271, Oct. 2011
E. Cano , G. Schuller,  C. Dittmar: "Pitch-informed solo and accompaniment separation towards its use in music education applications", EURASIP Journal on Advances in Signal Processing 2014, 2014:23 (Open Access)
Jakob Abeßer, Gerald Schuller: "Instrument-Centered Music Transcription of Solo Bass Guitar Recordings"
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2017, Volume: 25, Issue: 9
Pages: 1741 - 1750
Stylianos Ioannis Mimilakis, Gerald Schuller: "Investigating the Potential of Pseudo Quadrature Mirror Filter-Banks in Music Source Separation Tasks", arxiv.org/abs/1706.04924
(Submitted June 15, 2017)

 

Eine noch ausführlichere Liste mit Links zu den einzelnen Artikeln finden Sie beim Fraunhofer Institut für Digitale Medientechnologie.

 



Conference Papers
G. Schuller, M.J.T. Smith: "A General Formulation for Modulated Perfect Reconstruction Filter Banks with Variable System Delay", Symposium on Applications of Subbands and Wavelets, Newark, N.J., March 18, 1994
G. Schuller, M.J.T. Smith: "Efficient Low Delay Filter Banks", Sixth IEEE Digital Signal Processing Workshop, Yosemite, California, October 2–5, 1994
G. Schuller, M.J.T. Smith: "A New Algorithm for Efficient Low Delay Filter Bank Design", IEEE International Conference on Acoustics, Speech, and Signal Proecessing (ICASSP), Detroit, Michigan, May 9–12, 1995
G. Schuller: "A Low Delay Filter Bank for Audio Coding with Reduced Pre-Echoes", 99th Audio Engineering Society (AES) Convention, New York, New York, October 6–9, 1995
G. Schuller: "An Overview Over Filter Banks With Low System Delay Capabilities", European Workshop on Multirate Digital Signal Processing and Applications, Hamburg University of Technology, March 20–21, 1996
G. Schuller: "A New Factorization and Structure for Cosine Modulated Filter Banks with Variable System Delay", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, Nov. 3–6, 1996
G. Schuller: "Time-Varying Filter Banks with Variable System Delay", ICASSP 97, Apr 21–24 1997, Munich, Germany Poster for the ICASSP 97 paper T. Karp, A. Mertins, and G. Schuller: "Recent Trends in the Design of Biorthogonal Modulated Filter Banks'', In Proc. TICSP Workshop on Transforms and Filter Banks, Tampere, Finland, February 1998
G. Schuller, T. Karp: "Causal FIR Filter Banks with Arbitrary System Delay", DSP98 Workshop in Bryce Canyon, Aug. 9-12, 1998
G. Schuller: "Time-Varying Filter Banks with Low Delay for Audio Coding", 105th AES Convention, San Francisco, CA, Sep. 26–29, 1998
G. Schuller, W. Sweldens: "Modulated Filter Bank Design with Nilpotent Matrices", SPIE 44th Annual Meeting, Denver, CO, July 19–23, 1999
G. Schuller, W. Sweldens: "Filter Bank Design using Nilpotent Matrices", IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, New York, Oct. 17–20,1999
A. Doser, G. Schuller: "Time/Frequency Techniques for Signal Feature Detection", 33rd Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, Oct. 24–27 1999
B. Edler and G. Schuller: "Audio Coding Using a Psychoacoustic Pre- and Post-Filter", IEEE International Conference on Acoustics, Speech, and Signal Processing, Istanbul, Turkey, June 5–9, 2000
B. Edler, C. Faller and G. Schuller: "Perceptual Audio Coding Using a Time-Varying Linear Pre- and Post-filter", 109th AES Convention, Los Angeles, CA, Sep. 22–25, 2000
G. Schuller, B. Edler, A. Doser: "A Method for Alias Reduction in Cascaded Filter Banks", 9th IEEE DSP Workshop, Hunt, TX, Oct. 15–18, 2000
S. Dorward, D. Huang, S. A. Savari, G. Schuller, B. Yu: "Low Delay Perceptually Lossless Coding of Audio Signals", IEEE Data Compression Conference, Snowbird, Utah, March 27–29, 2001
G. Schuller, B. Yu, D. Huang: "Lossless Coding of Audio Signals using Cascaded Prediction", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, May 7–11, 2001
T. Karp, G. Schuller: "Joint Transmitter / Receiver Design for Multicarrier Data Transmission with Low Latency Time", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, May 7–11, 2001
V. Weerackody, G. Schuller, H.-L. Lou: "Streaming of Multimedia with Reduced Start-Up Delay", IEEE International Conference on Communications, Helsinki, Finland, June 11-14, 2001
M. Kokes, J. Gibson, G. Schuller: "A Wideband Speech Codedc Based on Nonlinear Approximation'', 35th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, Nov. 4–7, 2001
G. Schuller: "Low Delay Audio Coding for Communications Applications", invited talk, DIMACS Working Group on Data Compression in Networks and Applications, Rutgers University, New Jersey, March 18–20, 2002
G. Schuller, J. Herre: "Speech Reverberation Artifacts in Audio Coding", part of Workshop "Listening to Perceptual Audio Coders", 112th AES Convention, Munich, Germany, May 10–13, 2002
G. Schuller, A. Harma: "Low Delay Audio Compression using Predictive Coding", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Orlando, FL, May 13–17, 2002
R. Geiger, G. Schuller: "Integer Low Delay and MDCT Filter Banks", 36th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, Nov.3–6, 2002
G. Schuller: "Coding of Stereophonic Signals", part of Workshop "Coding of Spatial Audio: Yesterday, Today, and Tomorrow" 113th AES Convention, Los Angeles, CA, October 5-8, 2002, and 114th Convention, Amsterdam, The Netherlands, March 22-25, 2003
R. Geiger, G. Schuller: "Fine Grain Scalable Perceptual and Lossless Audio Coding Based on IntMDCT", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Hong Kong, April 6–10, 2003
R. Geiger, G. Schuller, J. Herre, R. Sperschneider, T. Sporer: "Scalable Perceptual and Lossless Audio Coding based on MPEG-4 AAC", 115th AES Convention, New York, NY, October 10–13, 2003
R. Geiger, Y. Yokotani, G. Schuller : "Improved Integer Transforms for Lossless Audio Coding", Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 9–12, 2003
R.Geiger, Y. Yokotani, G. Schuller, J. Herre: "Improved Integer Transforms Using Multi-Dimensional Lifting", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 17–21, 2004
Tutorial, G. Schuller, J. Herre: "Audio Coding: Recent Advances and Standards", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 17–21, 2004
Y. Yokotani, R. Geiger, G. Schuller, S. Oraintara, K. R. Rao, "Improved Lossless Audio Coding using the Noise-Shaped IntMDCT", 11th Digital Signal Processing Workshop, Taos Ski Valley, New Mexico, USA, August 1–4, 2004
M. Lutzky, G. Schuller, M. Gayer, U. Krämer, S. Wabnik: "A guideline to audio codec delay", 116th AES Convention, Berlin, Germany, May 8–11, 2004
U. Kraemer, G. Schuller, S. Wabnik, J. Klier, and J. Hirschfeld: "Ultra Low Delay audio coding with constant bit rate", 117th AES Convention, San Francisco, CA, Oct. 28–31, 2004
Y. Yokotani, S. Oraintara, R. Geiger, G. Schuller, K.R. Rao: "Approximation Noise Analysis for Transform-based Lossless Audio Coding", IEEE Globecom 2004, Dallas, TX, Nov. 29 – Dec 3, 2004
S. Wabnik, G. Schuller, U. Kraemer, J. Hirschfeld: "Frequency Warping in Low Delay Audio Coding", IEEE International Conference on Acoustics, Speech, and Signal Processing, Philadelphia, PA, March 18–23, 2005
J. Klier, G. Schuller, M. Haardt, M. Hennhöfer: “A new approach for channel equalization without guard interval using polyphase matrices”, 16th Annual IEEE International Symposium on Personal Indoor and Mobile Radio Communications, Berlin, Sep. 11 - 14, 2005
S. Wabnik, Gerald Schuller, J. Hirschfeld, U. Kraemer: “Packet Loss Concealment in Predictive Audio Coding”, 2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Mohonk Mountain House, New Paltz, New York, Oct. 16-19, 2005
Organisation of the workshop "Next Generation Audio Communications", and talk, at the 119th Audio Engineering Society (AES) Convention, New York, Okt. 7-10, 2005
Here is a matlab ASCII file of the impulse response of the baseband prototype h(n) of a filter bank with N=1024 bands, filter length of 4096 taps, and a system delay of 2047 samples. The prototype is identical for analysis and synthesis, and the modulating function is h_k(n)=h(n)*cos(pi/N*(k+0.5)(n+0.5+N/2)) for the analysis and g_k(n)=h(n)*cos(pi/N*(k+0.5)(n+0.5-N/2)) for the synthesis.
S. Wabnik, Gerald Schuller, J. Hirschfeld, U. Kraemer: "Different Quantization Noise Shaping Methods for Predictive Audio Coding'', IEEE International Conference on Acoustics, Speech, and Signal Processing, Toulouse, Mai 2006
R. Geiger, Y. Yokotani, and G. Schuller: "Audio Data Hiding with High Data Rates Based on IntMDCT'', IEEE International Conference on Acoustics, Speech, and Signal Processing, Toulouse, Mai 2006
S. Wabnik, G. Schuller, J. Hirschfeld, U. Kraemer: "Reduced Bit Rate Ultra Low Delay Audio Coding'', 120th AES Convention, Paris, Mai 2006
A. Carôt, U. Krämer, G. Schuller: "Network Music Performance (NMP) in Narrow Band Networks'', 120th AES Convention, Paris, Mai 2006
G. Schuller: "Filter Banks and Wavelets: Design and Use in Perceptual Coding'' ,
Short Course at the SPIE Electronic Imaging Conference 2007, San Jose, California, USA, January 28 - February 1, 2007
T. Albert, G. Schuller, S. Wabnik, U. Kraemer, J. Hirschfeld: "Comparison of Stereo Redundancy Reduction Schemes for an Ultra Low Delay Audio Coder'', 122nd AES Convention, Vienna, Austria, May 2007
M. Schnell, R. Geiger, M. Schmidt, M. Jander, M. Multrus, G. Schuller, J. Herre: "MPEG-4 Enhanced Low Delay AAC - Low Bitrate High Quality Communication'', 122nd AES Convention, Vienna, Austria, May 2007
U. Kraemer, J. Hirschfeld, G. Schuller, S. Wabnik, A. Carot, and C. Werner: `"Network Music Performance with Ultra-Low-Delay Audio Coding under Unreliable Network Conditions'', 123rd AES Convention, New York, NY, October 5-8, 2007
T. Friedrich, G. Schuller: "A Spectral Band Replication Tool For Very Low Delay Audio Coding Applications'', 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY, October 21-24, 2007
M. Schnell, R. Geiger, M. Schmidt, M. Multrus, M. Mellar, J. Herre, G. Schuller: "Low Delay Filterbanks For Enhanced Low Delay Audio Coding'', 2007 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, New Paltz, NY, October 21-24, 2007
S. Wabnik, G. Schuller: "A Reduced Rate Ultra Low Delay Audio Coder using VQ'', Invited paper, Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, November 4 - 7, 2007
Friedrich, Tobias; Gruhne, Matthias; Schuller, Gerald: Subband Conversion for Feature Extraction from Compressed Audio, IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2008, March 30 – April 4, 2008, Las Vegas, NV, USA, Paper No. 7003
Friedrich, Tobias; Gruhne, Matthias; Schuller, Gerald: A Fast Feature Extraction System on Compressed Audio Data, 124th AES Convention, May 17 – 20, 2008, Amsterdam, Netherlands
Gruhne, Matthias; Dittmar, Christian; Schuller, Gerald; Gaertner, Daniel: An Evaluation of Pre-Processing Algorithms for Rhythmic Pattern Analysis, 125th AES Convention, October 2-5, 2008, San Francisco, CA, USA
Schuller, Gerald; Kraemer, Ferenc: Graceful Degradation for Digital Radio Mondiale (DRM), 125th AES Convention, October 2-5, 2008, San Francisco, CA, USA
Schuller, Gerald; Arnold, Mirko: A Parametric Instrument Codec for Very Low Bitrates, 125th AES Convention, October 2-5, 2008, San Francisco, CA, USA
Neuendorf, Max; Gournay, Philippe; Multrus, Markus; Lecomte, Jérémie; Bessette, Bruno; Geiger, Ralf; Bayer, Stefan; Fuchs, Guillaume; Hilpert, Johannes; Rettelbach, Nikolaus; Salami, Redwan; Schuller, Gerald; Lefebvre, Roch; Grill, Bernhard: "Unified Speech and Audio Coding Scheme for High Quality at Lowbitrates",
 ICASSP 2009, April 19-24, 2009, Taipei, Taiwan
Wabnik, Stefan; Schuller, Gerald; Kraemer, Ferenc: "An Error Robust Ultra Low Delay Audio Coder Using an MA Prediction Model",
 ICASSP 2009, April 19-24, 2009, Taipei, Taiwan
Bayer, Stefan; Bessette, Bruno; Fuchs, Guillaume; Geiger, Ralf; Gournay, Philippe; Grill, Bernhard; Hilpert, Johannes; Lecomte, Jérémie; Lefebvre, Roch; Multrus, Markus; Nagel, Frederik; Neuendorf, Max; Rettelbach, Nikolaus; Robilliard, Julien; Salami, Redwan; Schuller, Gerald: "A Novel Scheme for Low Bitrate Unified Speech and Audio Coding",
 126th AES Convention, May 7, 2009, München
G. Schuller, M. Werner: "An Enhanced SBR Tool for Low-Delay Applications",
 127th AES Convention, New York, NY, USA, October 9-12, 2009
A. Ferreira,  J. Herre,  Y. E. Kim,  B. Kleijn,  M. Sandler,  G. Schuller:
 "What Will Perceptual Audio Coding Stand for 20 Years from Now?",
 Workshop, 127th AES Convention, New York, NY, USA, October 9-12, 2009
J. Abeßer, H. Lukashevich, C. Dittmar, G. Schuller: "Genre Classification Using Bass-Related High-Level Features and Playing Styles",
 10th International Society for Music Information Retrieval Conference, Kobe, Japan, October 26-30, 2009
Abeßer, Jakob; Lukashevich, Hanna; Schuller, Gerald: "Feature-based Extraction of Plucking and Expression Styles of the Electric Bass Guitar",
 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), March 4 - 19, 2010, Dallas, TX, USA
Werner, Michael; Schuller, Gerald: "An SBR Tool for Very Lowdelay Applications With Flexible Crossover Frequency",
 2010 IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), March 4 - 19, 2010, Dallas, TX, USA
Stein, Michael; Abeßer, Jakob; Dittmar, Christian; Schuller, Gerald: "Automatic Detection of Audio Effects in Guitar and Bass Recordings",
 128th AES Convention, May 22-25, 2010, London, UK
Cano, Estefanía; Schuller, Gerald; Dittmar, Christian: "Exploring Phase Information in Sound Source Separation",
 Applications, Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-10), Sept. 6 - 10, 2010, Graz, Austria
Abeßer, Jakob; Bräuer, Paul; Lukashevich, Hanna; Schuller, Gerald: "Bass Playing Style Detection based on High-Level Features and Pattern Similarity",
 Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR), Aug 9-13, 2010, Utrecht, Netherlands
Abeßer, Jakob; Lartillot, Olivier; Dittmar, Christian; Eerola, Tuomas; Schuller, Gerald: "Modeling Musical Attributes to Characterize Ensemble Recordings using Rhythmic Audio Features",
 Proc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 22-27, 2011, Praha, Czech Republic
Abeßer, Jakob; Dittmar, Christian; Schuller, Gerald: "Automatic Recognition and Parametrization of Frequency Modulation Techniques in Bass Guitar Recordings",
 in Proc. of the 42nd Audio Engineering Society (AES) Conference on Semantic Audio, July 22-24, 2011, Ilmenau, Germany
Cano, Estefanía; Dittmar, Christian; Schuller, Gerald: "Interaction of phase, magnitude and location of harmonic components in the perceived quality of extracted solo signals",
 in Proc. of the 42nd Audio Engineering Society (AES) Conference on Semantic Music, July 22-24, 2011, Ilmenau, Germany
Michael Schnabel, Michael Werner, Gerald Schuller:
"Improved Error Robustness for predictive Ultra
Low Delay Audio Coding"
131st AES Convention, October 22-23, 2011, New York, USA
Alexander Carot, Gerald Schuller: "Towards a telematic visual-conducting system", 
AES 44th Conference on Audio Networking, November 18-20, 2011, San Diego, USA.

Alexander Carot, Gerald Schuller: "Applying Video to Low Delayed Audio Streams In Bandwidth Limited Networks", 
AES 44th Conference on Audio Networking, November 18-20, 2011, San Diego, USA. 

E. Cano, G. Schuller, C. Dittmar: "Efficient Implementation of a System for Solo and Accompaniment Separation in Polyphonic Music", 10th Int. Conf. on Latent Variable Analysis and Signal Separation, Tel-Aviv, Israel, March 12-15, 2012

Patrick Kramer, Jakob Abeßer, Christian Dittmar, Gerald Schuller: "A Digital Waveguide Model Of The Electric Bass Guitar Including Different Playing Techniques", Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 25-30, 2012, Kyoto, Japan

Estefania Cano, Christian Dittmar, Gerald Schuller: "Efficient implementation of a system for solo and accompaniment separation in polyphonic music", European Signal Processing Conference (EUSIPCO), Aug 27, 2012, Bucarest, Rumania

M. Schnabel, B. Schubert, G. Schuller: "Parametric Coding of Piano Signals", 133rd AES Convention, San Francisco, Oct. 26-29, 2012

M. Schoeberl, J. Keinert, M. Ziegler, J. Seiler, M. Niehaus, G. Schuller, A. Kaup, S. Foessel: "Evaluation of a High Dynamic Range Video Camera with Non-Regular Sensor", SPIE Electronic Imaging, Burlingame, CA, USA, Feb. 3-7, 2013

C. Neukam, F. Nagel, G. Schuller, M. Schnabel: "A MDCT Based Harmonic Spectral Bandwidth Extension Method",  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, on May 26 - 31, 2013

J. Abesser, P. Kramer, C. Dittmar, G. Schuller: "Parametric Coding of Bass Guitar Recordings using a Tuned Physical Modelling Algorithm", 16th Int. Conf. on Digital Audio Effects (DAFx-13), Maynooth, Ireland, Sep. 2-5, 2013

P. Bießmann, D. Gärtner, Chr. Dittmar, P. Aichroth, M. Schnabel, G. Schuller, R. Geiger, “Estimating MP3PRO Encoder Parameters From Decoded Audio”, in Proc. Workshop on Audiosignal and Speech processing (WASP’13), Koblenz, Germany, September 2013

M. Niehaus, L. Esch, G. Schuller: "Parametric Mesh Reconstruction Pipeline from 3D Point Clouds", 10th Inter. Symposium on Wireless Communication Systems, Ilmenau, Germany, Aug. 27-20, 2013

Invited Plenary Talk: G. Schuller: "Parametric Audio and Video Processing", IEEE Conference on Electronics, Computing, and Communications Technologies (CONECCT), Bangalore, India, Jan. 6-7, 2014
J. Abesser, G. Schuller: "Instrument-Centered Music Transcription of Bass Guitar Tracks", 53rd AES Conference on Semantic Audio, London, Jan. 26-29, 2014

D. Gärtner, C. Ditmar, P. Schroth, L. Cuccovillo, S. Mann, G. Schuller: "Efficient Cross-Codec Framing Grid Analysis for Audio Tampering Detection", 136th Audio Engineering Society Convention 2014 : Berlin, Germany, 26 - 29 April 2014

C. Kehling, J. Abesser, C. Dittmar, G. Schuller: "Automatic Tablature Transcription Of Electric Guitar Recordings By Estimation Of Score- And Instrument-Related Parameters", Proc. of the 17 th Int. Conference on Digital Audio Effects (DAFx-14), Erlangen, Germany, September 1-5, 2014

G. Schuller, J. Abesser, C. Kehling: "Parameter Extraction For Bass Guitar Sound Models Including Playing Styles", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), April 20-24 2015, Brisbane, Australia
G. Schuller: conference talk on "Neural Networks and Sparse Coding from the Signal Processing Perspective", SpaRTaN-MacSeNet Spring School on Sparse Representation and Compressed Sensing, April 2016, Ilmenau, Germany (Python examples)
Gerald Schuller, Fraunhofer Institute for Digital Media Technology (IDMT) - IImenau, Germany; Stylianos Ioannis Mimilakis, Fraunhofer Institute for Digital Media Technology (IDMT) - Ilmenau, Germany; Konstantinos Drossos, Tampere University of Technology - Tampere, Finland; Tuomas Virtanen, Tampere University of Technology - Tampere, Finland: "Deep Neural Networks for Dynamic Range Compression in Mastering Applications", International AES convention, June 4-7, 2016, Paris, France
Gerald Schuller, Ilmenau University of Technology and Fraunhofer Institute for Digital Media Technology (IDMT) - Ilmenau, Germany: "Parametric Audio Processing", TU Braunschweig report, May 16, 2017, Braunschweig, Germany (report_slides.pdf)
Gerald Schuller, Ilmenau University of Technology and Fraunhofer Institute for Digital Media Technology (IDMT); Oleg Golokolenko, Ilmenau University of Technology - Ilmenau, Germany: "Independent Component Analysis for Blind  Source Separation", Ableton in Berlin Mitte report, June 26, 2017, Berlin, Germany (report_slides.pdf, ICA_Python_Example.zip)
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Tuomas Virtanen, Gerald Schuller: "A Recurrent Encoder-Decoder Approach With Skip-Filtering Connections For Monaural Singing Voice Separation",
International Workshop On Machine Learning For Signal Processing, Sept. 25–28, 2017, Tokyo, Japan
S.I. Mimilakis, K Drossos, J.F. Santos, G Schuller, T Virtanen, Y
Bengio, "Monaural singing voice separation with skip-filtering
connections and recurrent inference of time-frequency mask", in
Proceedings of ICASSP 2018
K Drossos, S.I. Mimilakis, D. Serdyuk, G Schuller, T Virtanen, Y Bengio,
"MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for
Monaural Sound Source Separation", in Proceedings of WCCI-IJCNN 2018
Talk: Sep. 11, 2018: Mitsubishi Research labs, Campbridge, MA, USA:
"MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for
Monaural Sound Source Separation"
Talk: Sep. 11, 2018: Harvard University: Gerald Schuller: "Separation of Audio Sources from Mixtures with Delay using Minimum Mutual Information"
Talk: Sep. 21, 2018: Google Research, Mountain View, CA, USA:
"MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for
Monaural Sound Source Separation"
SANE 2018 - Speech and Audio in the
Northeast, October 18, 2018 Boston:
Konstantinos Drossos , Stylianos Ioannis Mimilakis , Dmitriy Serdyuk ,
Gerald Schuller , Tuomas Virtanen , Yoshua Bengio:
"MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for
Monaural Sound Source Separation"
Stylianos Ioannis Mimilakis, Estefanıa Cano, Derry FitzGerald, Konstantinos Drossos, and Gerald Schuller:
"EXAMINING THE PERCEPTUAL EFFECT OF ALTERNATIVE OBJECTIVE FUNCTIONS
FOR DEEP LEARNING BASED MUSIC SOURCE SEPARATION",
 Asilomar Conference on Signals, Systems, and Computers,
 Pacific Grove, CA, October 28th - October 31st, 2018
Talk: Nov. 1, 2018: University of California, Santa Cruz: "MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation"
Talk: Nov. 2, 2018: University of Texas, Austin: "MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation"