johnmartinsson

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.

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"

fire-event-detection-dataset

Detecting fire events from acoustic signals using convolutional neural networks.

soundscape-analysis

A repository for soundscape analysis using machine learning.

johnmartinsson/bird-species-classification

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

johnmartinsson/blood-glucose-prediction

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

johnmartinsson/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".

johnmartinsson/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"

johnmartinsson/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".

johnmartinsson/soundscape-analysis

A repository for soundscape analysis using machine learning.

johnmartinsson/adversarial-representation-learning

Adversarial representation learning. Information obfuscation through adversarial training.

johnmartinsson/awesome-fashion-ai

A repository to curate and summarise research papers related to fashion and e-commerce

johnmartinsson/bioacoustic-monitoring-hardware

Personal list of available acoustic monitoring hardware and how it can be used.

johnmartinsson/bioacoustics-task

A description of the bioacoustics task for the advanced audio processing course at Tampere University.

johnmartinsson/deep-learning-audio-synthesis-presentation

A presentation on deep learning for audio synthesis.

johnmartinsson/fire-event-detection-dataset

Detecting fire events from acoustic signals using convolutional neural networks.

johnmartinsson/monite

johnmartinsson/NimPy

Python implementation of the mathematical strategy game Nim.

johnmartinsson/BirdNET-Analyzer

BirdNET analyzer for scientific audio data processing.

johnmartinsson/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/johnmartinsson.github.io

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

johnmartinsson/openpose

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

johnmartinsson/thesis-presentation

Reveal.js presentation of my thesis.