The workshop aims to provide a venue for researchers working on computational analysis of sound events and scene analysis to present and discuss their results.
DCASE 2019 Workshop is the fourth workshop on Detection and Classification of Acoustic Scenes and Events, being organized for the fourth time in conjunction with the DCASE challenge. We aim to bring together researchers from many different universities and companies with interest in the topic, and provide the opportunity for scientific exchange of ideas and opinions.
The technical program will include invited speakers on the topic of computational everyday sound analysis and recognition, and oral and poster presentations of accepted papers. In addition, a special poster session will be dedicated to the DCASE 2019 challenge entries.
We invite submissions on the topics of computational analysis of acoustic scenes and sound events, including but not limited to:
Tasks in computational environmental audio analysis
- Acoustic scene classification
- Sound event detection and localization
- Audio tagging
- Challenges in real-life applications (e.g., rare events, overlapping sound events, weak labels)
Methods for computational environmental audio analysis
- Signal processing methods
- Machine learning methods
- Auditory-motivated methods
- Cross-disciplinary methods involving, e.g., acoustics, biology, psychology, geography, materials science, transports science
Resources, applications, and evaluation of computational environmental audio analysis
- Publicly available datasets or software, taxonomies and ontologies, evaluation procedures
- Ethics, privacy, responsible research
- Description of systems submitted to the DCASE 2019 Challenge, expanded from the challenge technical report submissions to include evaluation results and comparison
The results of the Detection and Classification of Acoustic Scenes and Events (DCASE) challenge 2019 will also be presented at the workshop.
Note that while each DCASE challenge submission must be accompanied by a technical report describing the system, in order to be considered for publication at the peer reviewed workshop, such reports must be augmented with final results from the challenge and a careful analysis of those results in the context of the other submissions.
New York University's Tandon School of Engineering, Brooklyn, NY, USA.