AASP Tutorial Articles

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Audio and Acoustic Signal Processing

Technical Committee Tutorial Articles

The AASP TC is actively supporting the activities of the IEEE SPS. This website provides links to some of these activities, including the following Tutorial Articles.

 

Reference EDICS
Annamaria Mesaros, Toni Heittola, Tuomas Virtanen, and Mark D. Plumbley, "Sound Event Detection: A tutorial," in IEEE Signal Processi vol. 38, no. 5, Sep. 2021.

AUD-MSP

Music Signal Analysis, Processing and Synthesis
Meinard Müller and Frank Zalkow, "libfmp: A Python Package for Fundamentals of Music Processing," Journal of Open Source Software (JOSS), vol. 6, no. 63, 2021. [GitHub]  AUD-MIR: Music Information Retrieval and Music Language Processing 
AUD-MSP: Music Signal Analysis, Processing and Synthesis 
Meinard Müller, "An Educational Guide Through the FMP Notebooks for Teaching and Learning Fundamentals of Music Processing," Signals, vol. 2, no. 2, 2021. AUD-MIR: Music Information Retrieval and Music Language Processing 
AUD-MSP: Music Signal Analysis, Processing and Synthesis 
Meinard Müller, Brian McFee, and Katherine Kinnaird, "Interactive Learning of Signal Processing Through Music: Making Fourier Analysis Concrete for Students," in IEEE Signal Processing Magazine, vol. 38, no. 3, 2021. AUD-MSP: Music Signal Analysis, Processing and Synthesis
Reinhold Haeb-Umbach, Jahn Heymann, Lukas Drude, Shinji Watanabe, Marc Delcroix, and Tomohiro Nakatani, "Far-Field Automatic Speech Recognition" in Proceedings of the IEEE, vol. 109, no. 2, Feb. 2021.

AUD-CLAS

Detection and Classification of Acoustic Scenes and Events
Various authors, "Recent Advances in Music Signal Processing," in IEEE Signal Processing Magazine, vol. 36, no. 1, Jan 2019

AUD-MSP

Music Signal Analysis, Processing and Synthesis
S. Ewert, B. Pardo, M. Mueller and M. D. Plumbley, "Score-Informed Source Separation for Musical Audio Recordings: An overview," in IEEE Signal Processing Magazine, vol. 31, no. 3, pp. 116-124, May 2014. 

AUD-MSP

Music Signal Analysis, Processing and Synthesis
S. Doclo, W. Kellermann, S. Makino, S. Nordholm, "Multichannel signal enhancement algorithms for assisted listening devices: Exploiting spatial diversity using multiple microphones", IEEE Signal Processing Magazine, vol. 32, no. 2, pp. 18-30, Mar. 2015.

AUD-ASAP

Acoustic Sensor Array Processing
D. Wang, "Deep learning reinvents the hearing aid," in IEEE Spectrum, vol. 54, no. 3, pp. 32-37, March 2017. 

AUD-AMHI

Auditory Modeling and Hearing Instruments
D. Wang, J. Chen, "Supervised speech separation based on deep learning: An overview," arXiv preprint arXiv:1708.07524. 2017 Aug 24 and in IEEE/ACM Transactions on Audio, Speech, and Language Processing. 
 

AUD-SEP

Audio and Speech Source Separation
S. Gannot, E. Vincent, S. Markovich-Golan, and A. Ozerov, “A Consolidated Perspective on Multi-Microphone Speech Enhancement and Source Separation,” IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 25, no. 4, pp. 692–730, Apr. 2017

AUD-SEP

Audio and Speech Source Separation
K. Kowalczyk, O. Thiergart, M. Taseska, G. Del Galdo, V. Pulkki and E.A.P. Habets, "Parametric spatial sound processing: A flexible and efficient solution to sound scene acquisition, modification and reproduction," IEEE Signal Processing Magazine, Vol. 32, Issue 2, pp. 31-42, Mar. 2015.

AUD-ASAP

Acoustic Sensor Array Processing

AUD-SARR
Spatial Audio Recording and Reproduction
V. Valimaki, J.D. Parker, L. Savioja, J.O. Smith, J.S. Abel, "Fifty Years of Artificial Reverberation,"  IEEE Transactions on Audio, Speech, and Language Processing vol. 20, no. 5, pp. 1421-1448, 2012.

AUD-MAAE

Modeling, Analysis and Synthesis of Acoustic Environments

X. Anguera, S. Bozonnet, N. Evans, C. Fredouille, G. Friedland, O. Vinyals, "Speaker Diarization: A Review of Recent Research," IEEE Transactions on Audio, Speech, and Language Processing vol. 20, no. 2, pp. 356-370, 2012.

AUD-CLAS

Detection and Classification of Acoustic Scenes and Events

AUD-ASEP

Audio and Speech Source Separation

Z. Rafii, A. Liutkus, F. R. Stoter, S. I. Mimilakis, D. Fitzgerald and B. Pardo, "An Overview of Lead and Accompaniment Separation in Music," EEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 16, no. 8, pp. 1307-1335, 2018.

AUD-MSP

Music Signal Analysis, Processing and Synthesis
Toon van Waterschoot and Marc Moonen, "Fifty years of acoustic feedback control: state of the art and future challenges," Proc. IEEE, vol. 99, no. 2, Feb. 2011, pp. 288-327.

AUD-NEFR

Active Noise Control, Echo Reduction and Feedback Reduction
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