Talks and tutorials

Talks:

ICASSP 2024 (HSCMA 2024), Seoul, Korea, Gerald Schuller:  Fast Black-Box Optimizers for Low Delay Audio Source Separation

Poster BlackBoxOptim-Poster.pdf

Paper BlackBoxOptim-Paper.pdf

 

Talks for PyBerlin

Roomba Robot with camera (Github page with description and software)

Corona computations (Github page)

 

Georgia Institute of Technology, Gerald Schuller: "Perceptually Motivated Audio Loss Functions for Deep Learning", March 26, 2024

Harvard University, Gerald Schuller: "Python Programs and Book for Building an Audio Coder and for Deep Learning for Audio", September 23, 2022

Johns Hopkins University, Gerald Schuller: "https://github.com/TUIlmenauAMS/LowDelayMultichannelSourceSeparation_Random-Directions_Demo", September 29, 2022

University of California at Berkeley, Gerald Schuller: "https://github.com/TUIlmenauAMS/Audio-Processing-Resources", October 4, 2022

Stanford University, Gerald Schuller: "https://github.com/TUIlmenauAMS/Audio-Processing-Resources", October 7, 2022

PyBerlin, Gerald Schuller: "Using Deep Language Models with Txtai and DiscoArt", August 24, 2022

PyBerlin, Gerald Schuller: "Corona Virus Computations and Plots using Python Notebooks in Google Colab", April 2021

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

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

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)

Invited Plenary Talk: G. Schuller: "Parametric Audio and Video Processing", IEEE Conference on Electronics, Computing, and Communications Technologies (CONECCT), Bangalore, India, Januar 6-7, 2014

Organisation of the workshop "Next Generation Audio Communications", and talk, at the 119th Audio Engineering Society (AES) Convention, New York, Oktober 7-10, 2005

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

Tutorial and Workshop slides:

Gerald Schuller, Renato Profeta, Bernd Edler, Martin Strauss, Stefan Götze, Gordon Wichern, George Close: Workshop “Teaching AI to hear like we do: psychoacoustics in machine learning” 153rd Audio Engineering Convention, Oct. 19-20, 2022, New York, NY, USA
https://www.aes.org/technical/documentDownloads.cfm?docID=774

Gerald Schuller, Renato de Castro Rabelo Profeta, Sascha Michael Spors:
Tutorial "Deep Learning for Audio Signal Processing, with Python and Pytorch Examples", AES Fall Online, October 2021.
Link to the slides: https://github.com/TUIlmenauAMS/AES_Tutorial_2021

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

Gerald. Schuller, J. Herre: "Audio Coding: Recent Advances and Standards", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Montreal, Canada, May 17-21, 2004Tutorial, 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

Short Course
Gerald 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