Michiel Jacobs's repositories
AST
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
BNAIC-2024_Comparison_of_ICBHI_models
Code accompanying BNAIC-2024 submission
DCASE23-lightSED
Implementation of paper "Frequency and Channel Attention for Computationally Efficient Sound Event Detection".
DCASE23_gomin
GOMIN; Gaudio Open Mel-spectrogram Inversion Network
DCASE23_Task5_SCL
System that ranked 2nd in DCASE 2023 Challenge Task 5: Few-shot Bioacoustic Event Detection
griffin_lim
Implementation of the Griffin and Lim algorithm to recover an audio signal from a magnitude-only spectrogram.
Hands-On-Computer-Vision-with-TensorFlow-2
Hands-On Computer Vision with TensorFlow 2, published by Packt
HierarchicalSpectrogramTransformer
Official implementation of Hierarchical Spectrogram Transformers (HST)
KielUniversity_DL-Approach-Gait-Event-Detection
Gait events detection from wearable inertial measurement units based on a temporal convolutional neural network
melgan-neurips
GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis
SCL_ICBHI2017
This is the official PyTorch implementation of our work Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning (WASPAA 2023)
SmartGait
Gait Phase Estimation using Artificial Intelligence
SNNs
Tutorials and implementations for "Self-normalizing networks". Paper by G. Klambauer, T. Unterthiner, A. Mayr and S. Hochreiter.
SPSI_Python
Single Pass Spectrogram Inversion in a Jupyter Python notebook
TRIPOD
Gait analysis data pipeline for publication "TRIPOD—A Treadmill Walking Dataset with IMU, Pressure-Distribution and Photoelectric Data for Gait Analysis".
Wheeze_Counter
Code of paper "Real-Time Counting of Wheezing Events From Lung Sounds Using Deep Learning Algorithms: Implications for disease prediction and early intervention", by Sunghoon Im, Taewi Kim, et al.