JJBA 2025

3èmes Journées des Jeunes Bioacousticien·nes
VERNON
24 – 26 juin 2025

Our presenters…

Source range estimation based on tranformer

by Marie-Lou Buisson and al.

  • The underwater behaviour of sperm whales (Physeter macrocephalus) remains poorly understood, including their trajectories
  • Passive acoustics readily estimate their direction, but range estimation remains challenging in case of small hydrophone arrays
  • Existing methods based on time differences of arrival [1] or echoes [2,3] require large hydrophone arrays or lack precision

Can deep learning provide a way to estimate distances by integrating various observables ?

Marine Mammals survey

by Lilou Dantin and al.

Cetaceans location with small antennas remains imprecise due to the limits of actual location methods. To address this, a new AI-based method for position and trajectory estimation is proposed here. Given the lack of real data, a simulator named SeGaMas is currently developed to generate realistic acoustic scenes for model training.

Analysis of sperm whale (Physeter macrocephalus) dialogues, click by click: an ethoacoustic approach

by Lara Berkenbaum and al.

Our study focuses on ‘vocal sparring’, an acoustic exchange between juvenile male sperm whales of the same age. In this context, the frequent overlap of click trains complicates the attribution of sound emissions to individuals, particularly as inter-pulse intervals cannot be exploited. To solve this challenge, we developed two complementary methods: source localisation and acoustic identification. Combined, these approaches allow us to assign each click to a specific individual, opening new perspectives for ethoacoustics and individual identification. This enhances our understanding of the social and acoustic dynamics among juvenile male sperm whales.

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