Introduction

The DCASE research community has grown rapidly in recent years, and the number of academic publications from the community has increased steadily over the last decade. This page collects information about academic publications related to DCASE research topics.

For a more detailed view of the history of DCASE, see the following publication:

@misc{Mesaros2024DCASEdecade,
    author = "Mesaros, Annamaria and Serizel, Romain and Heittola, Toni and Virtanen, Tuomas and Plumbley, Mark D.",
    title = "A decade of {DCASE}: Achievements, practices, evaluations and future challenges",
    abstract = "This paper introduces briefly the history and growth of the Detection and Classification of Acoustic Scenes and Events (DCASE) challenge, workshop, research area and research community. Created in 2013 as a data evaluation challenge, DCASE has become a major research topic in the Audio and Acoustic Signal Processing area. Its success comes from a combination of factors: the challenge offers a large variety of tasks that are renewed each year; and the workshop offers a channel for dissemination of related work, engaging a young and dynamic community. At the same time, DCASE faces its own challenges, growing and expanding to different areas. One of the core principles of DCASE is open science and reproducibility: publicly available datasets, baseline systems, technical reports and workshop publications. While the DCASE challenge and workshop are independent of IEEE SPS, the challenge receives annual endorsement from the AASP TC, and the DCASE community contributes significantly to the ICASSP flagship conference and the success of SPS in many of its activities.",
    year = "2024",
    eprint = "2410.04951",
    archiveprefix = "arXiv",
    primaryclass = "eess.AS",
    url = "https://arxiv.org/abs/2410.04951"
}

Publications per year

Data collected 2024-10-12

Topics

Research in the DCASE can be divided into multiple distinct research areas. The publishing statistics focus on seven major research areas:

• Acoustic scene classification (ASC)
• Sound event detection (SED)
• Audio tagging
• Audio captioning
• Sound event localization and detection (SELD)
• Anomalous sound detection
• Bioacoustic event detection

Last decade

Data included in this table contains only selected publication channels (see selected journals and conferences) and publications published withing last decade.

Data collected 2024-10-12

Full history

Data included in this table contains only selected publication channels (see selected journals and conferences).

Data collected 2024-10-12

Publication types

Last decade

Data included in this table contains only selected publication channels (see selected journals and conferences) and publications published withing last decade.

Data collected 2024-10-12

Full history

Data included in this table contains only selected publication channels (see selected journals and conferences).

Data collected 2024-10-12

Publication channels

Journals

Last decade, selected publication channels

Data included in this table contains only selected publication channels (see selected journals and conferences) and publications published withing last decade.

Data collected 2024-10-12

Full history

Data included in these table contains all found publications and their channels.

Data collected 2024-10-12

Conferences

Last decade, selected publication channels

Data included in this table contains only selected publication channels (see selected journals and conferences) and publications published withing last decade.

Data collected 2024-10-12

Full history

Publication channels (all channels, last decade)

All publications

Data collected 2024-10-12

Journals

Conferences

Data collected 2024-10-12

Data collection

This data has been collected from dblp - Computer Science Bibliography using specific search terms. The search terms are shown below:

If you have ideas on how to improve the list of search terms, contact DCASE webmasters.