aascode

AD_detection_open

Detecting AD from Audio Data Using Neural Networks with Bottleneck Features and Data Augmentation

Audio-emotion-recognition-RAVDESS

Implementation of various models to address the speech emotion recognition (SER) task, using python and pytorch.

awesome-multimodal-deception-detection

A reading list for research topics in multimodal deception detection.

Complete-feature-selection-for-machine-learning

It contains complete feature selection codes for machine learning

continuous_SER

Code to build bimodal (text+audio) speech emotion recognition (SER) model that predicts valence, arousal, and dominance (VAD) scores for audio input.

CovXNet

A Multi-Dilation Convolutional Neural Network for Automatic COVID-19 and Other Pneumonia Detection from Chest X-ray Images with Transferable Multi-Receptive Feature Optimization

DCASE2021

The official implementations of our DCASE 2021 task 1a

DCASE2021-Task1

Codes related to DCASE2021 Task 1 - Acoustic Scene Classification

DCASE2021-Task5

Code for http://dcase.community/challenge2021/task-few-shot-bioacoustic-event-detection

dcase2021_umaps

Repository for our paper: "USING UMAP TO INSPECT AUDIO DATA FOR UNSUPERVISED ANOMALY DETECTION UNDER DOMAIN-SHIFT CONDITIONS" (Fernandez, Plumbley 2021)

DCASE3_Modulation_features

dcase_paper

Ensemble of convolutional neural networks for general-purpose audio tagging

KD-SVD

[INTERSPEECH 2021] Official Keras Implementation of "Knowledge Distillation for Singing Voice Detection"

Meta-Learning-for-EEG-Classification-in-Schizophrenia

Notebooks and pre-processing code for a meta learning paper/project involving the classification of EEG spectrograms.

model_debugging

pae_probe_experiments

Probing experiments for pretrained acoustic embeddings

reddit-sentiment-and-stock-volatility

Reddit Sentiment Analysis of r/Wallstreetbets/$AMC and Bollinger Bands Technical Indicator Correlation

Seizure-Detection-Tutorials

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

seld-dcase2021

Baseline method for sound event localization task of DCASE 2021 challenge

SelfHAR

Improving Human Activity Recognition through Self-training with Unlabeled Data

ser-ensemble

SER-wav2vec

Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.

SIIM-FISABIO-RSNA-COVID-19-Detection

7th place solution

Social-Distancing

Code for estimating social distances from RGB cameras.

Social-Distancing-Detection-Tool-using-Detectron2

soxan

Wav2Vec for speech recognition, classification, and audio classification

Speech-Emotion-Recognition-through-machine-learning-and-signal-processing

stgcn_parkinsonism_prediction

Code for predicting clinical scores of parkinsonism (UPDRS-gait/SAS-gait) from skeleton trajectory data.

Topic-Modelling-YouTube-Comments

This notebook attempts to do topic modelling on Cyberpunk 2077 YouTube videos using the LDA method.

wav2vec2-large-xlsr-53-th

Finetune wav2vec2-large-xlsr-53 with Thai Common Voice Corpus 7.0