Pinned

1. adaptive-change-point-detection adaptive-change-point-detection Public

   The official implementation of A-CPD from the paper "From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning".

   Python 2

2. differentiable-mel-spectrogram differentiable-mel-spectrogram Public

   The official implementation of DMEL the method presented in the paper "DMEL: The differentiable log-Mel spectrogram as a trainable layer in neural networks".

   Python 14

3. bird-species-classification bird-species-classification Public

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

   Python 119 43

4. few-shot-learning-bioacoustics few-shot-learning-bioacoustics Public

   The official implementation of the method in the paper "Few-shot bioacoustic event detection using an event-length adapted ensemble of prototypical networks"

   Jupyter Notebook 3

5. blood-glucose-prediction blood-glucose-prediction Public

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

   Python 51 24

6. fire-event-detection-dataset fire-event-detection-dataset Public

   Detecting fire events from acoustic signals using convolutional neural networks.

   Python