John Martinsson's repositories
bird-species-classification
Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.
blood-glucose-prediction
Blood glucose prediction using long short-term memory recurrent neural networks.
differentiable-mel-spectrogram
The official implementation of DMEL the method presented in the paper "DMEL: The differentiable log-Mel spectrogram as a trainable layer in neural networks".
few-shot-learning-bioacoustics
The official implementation of the method in the paper "Few-shot bioacoustic event detection using an event-length adapted ensemble of prototypical networks"
adaptive-change-point-detection
The official implementation of A-CPD from the paper "From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning".
soundscape-analysis
A repository for soundscape analysis using machine learning.
adversarial-representation-learning
Adversarial representation learning. Information obfuscation through adversarial training.
awesome-fashion-ai
A repository to curate and summarise research papers related to fashion and e-commerce
bioacoustic-monitoring-hardware
Personal list of available acoustic monitoring hardware and how it can be used.
bioacoustics-task
A description of the bioacoustics task for the advanced audio processing course at Tampere University.
deep-learning-audio-synthesis-presentation
A presentation on deep learning for audio synthesis.
fire-event-detection-dataset
Detecting fire events from acoustic signals using convolutional neural networks.
BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
crawl-ml-proceedings
A tool to (i) crawl machine learning proceedings for titles, authors, abstracts, pdf urls, bibtex et cetera, and (ii) make a similarity ranking to a supplied abstract of your own.
johnmartinsson.github.io
Github Pages template for academic personal websites. Used as my personal website.
thesis-presentation
Reveal.js presentation of my thesis.