johnmartinsson Goto Github PK

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".

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.

bird-species-classification

Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.

birdnet-analyzer

BirdNET analyzer for scientific audio data processing.

blood-glucose-prediction

Blood glucose prediction using long short-term memory recurrent neural networks.

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.

deep-learning-audio-synthesis-presentation

A presentation on deep learning for audio synthesis.

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"

fire-event-detection-dataset

Detecting fire events from acoustic signals using convolutional neural networks.

johnmartinsson.github.io

Github Pages template for academic personal websites. Used as my personal website.

monite

nimpy

Python implementation of the mathematical strategy game Nim.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

soundscape-analysis

A repository for soundscape analysis using machine learning.

thesis-presentation

Reveal.js presentation of my thesis.