EURASIP Journal on Audio, Speech, and Music Processing is calling for submissions to our Collection on 'Advanced Signal Processing and Machine Learning for Acoustic Scene Analysis and Signal Enhancement.'
We are surrounded by sounds in our daily lives. To know the acoustic environment, Acoustic Scene Analysis and Signal Enhancement technologies are essential. The Acoustic Scene Analysis and Signal Enhancement include (but are not limited to) event detection, audio content searching, acoustic scene classification, sound profiling, source localization, source separation, noise reduction, dereverberation, sound effect generation, virtual acoustic reproduction, and many others. These techniques form the core of state-of-the-art audio and acoustic signal processing and machine learning and are indispensable to the realization of future communication via both man-machine and human-human interfaces.
This Collection is dedicated to recent advances in Acoustic Scene Analysis and Signal Enhancement Based on Advanced Signal Processing and Machine Learning. This Collection aims to offer an opportunity to link these techniques in different areas and to find effective ways of achieving our goals. This Collection represents a vehicle whereby researchers can present new studies, thus paving the way for future developments in the field. This Collection will stimulate interest in the challenging area of Advanced Signal Processing and Machine Learning for Acoustic Scene Analysis and Signal Enhancement, and create an increasing body of high-quality research aligned with this idea.
The topics of interest for the Collection include, but are not limited to:
- Event detection
- Audio content searching
- Acoustic scene classification
- Sound profiling
- Source localization
- Source separation
- Noise reduction
- Sound effect generation
- Virtual acoustic reproduction