BioDCASE Workshop - BioDCASE Join us for the BioDCASE Workshop held in Barcelona, Spain on the 29th of October! The workshop will be held at the Campus del Poblenou of Universitat Pompeu Fabra. The BioDCASE workshop will be hosted the day before the DCASE workshop on the 30-31st of October at the same venue …

Excited to be travelling to BioDCASE this week! https://biodcase.github.io/workshop2025/ Our full-day workshop on #bioacoustics data challenges, in #Barcelona, hosted by #DCASE2025! Looking forward to learning about people's work on AI for nature and the ways forward.

DCASE 2025 Challenge Introduces First‑Shot Unsupervised Sound Detection

The DCASE 2025 Challenge introduced Task 2, a first‑shot unsupervised anomalous sound detection problem, drawing 119 submissions from 35 international research teams. Read more: getnews.me/dcase-2025-challenge-int... #dcase2025 #anomaloussound

AISTAT Lab Advances Language-Based Audio Retrieval for DCASE 2025

AISTAT's dual‑encoder system for DCASE 2025 Task 6, using contrastive learning, achieved a mean average precision@16 of 46.62, rising to 48.83 with a four‑model ensemble. Read more: getnews.me/aistat-lab-advances-lang... #dcase2025 #aistat

Attribute-Aware Pre‑Training Boosts Anomalous Sound Detection

A new study shows that attribute-aware pre-training with pseudo-attribute labels boosts anomalous sound detection, achieving higher accuracy on the DCASE 2025 Challenge dataset. getnews.me/attribute-aware-pre-trai... #anomaloussounddetection #dcase2025

BioDCASE About BioDCASE - Evaluation & Benchmarking in Automated Bioacoustics BioDCASE is a new initiative focused on advancing research in computational bioacoustics through annual challenges and workshops, modelled after the successful format of the DCASE challenges. By providing benchmark datasets and tasks specific to bioacoustic applications, BioDCASE aims to foster innovation and collaboration …

Launching: BioDCASE - the Bioacoustics Data Challenge! https://biodcase.github.io/ #DCASE #DCASE2025 #DCLDE #bioacoustics #ai4good