#bioacoustics

Bioacoustics: How Computer Vision Helps Identify Wildlife by Sound

Understanding the core components of a modern bioacoustics classification system, the training techniques used and learnings. You can also…

My Competition Summary: BirdCLEF+ 2026

Another competition has just ended! BirdCLEF+ 2026 was about detecting species vocalizations in soundscape audio by predicting 234 class…

The proposal of this site

I am a biologist and a master’s student. I study bioacoustics and animal behavior, and I also work in the broader field of ornithology. I’m…

From Soundscapes to Datasets: How AI is Decoding the Secret Languages of Earth

For centuries, humanity has operated under a self-imposed delusion: that language is the exclusive frontier of Homo sapiens. We dismissed…

What frequency/ pitch/Intonation/prosody / resonance/formants do men speech that is most attractive…

Women generally rate lower-pitched male voices as more attractive, but only down to a point.

The AI That Listens to the Wild: 5 Things I Learned at AIMS About Bioacoustics

An Ultimate Guide to Heart Sound Analysis, Part 4: Hearing for Heart Sound Analysis, Its Strengths…

About 25 years ago, as a young medical doctor, I bought my first expensive stethoscope. The first time I placed its chest piece over a…

An Ultimate Guide to Heart Sound Analysis, Part 3: Key Insights into Spectrograms

About 15 years ago, I dove deep into heart auscultation, aiming to master it. That choice transformed my life in surprising ways, but…

A video: “How AI could help us talk to animals”

Bioacoustic AI — Letting us talk to the animals and revolutionise Modern Electronic Warfare

In the jungles of Borneo, AI listens for the hum of chainsaws and the call of rare birds. In the depths of the ocean, it deciphers the…

How to Hear One of the Most Challenging Heart Murmurs: Diastolic Murmur of Aortic Regurgitation

In this article, I’ll show you how to boost your skills in detecting a common but tricky heart murmur. I’ll share a few real clinical…

can music help plants grow

AI for good

How scientists can use AI to process and identify animal sounds faster than ever before.

Global Bioacoustics Sensor Market Research Report

The research report includes specific segments by region (country), by manufacturers, by Type and by Application. Each type provides…

Out of intense complexities… individuals and indices

The number of acoustically active species in a tropical forest is immense, and while we know a lot about what birds make what noises, we…

Expanding Acceptance of Artificial Intelligence to Boost Demand for Bioacoustics Sensing

The business of bioacoustics sensing is developing massively these days with the progression of advances like PC reenactment and acoustic…