aascode

1D-Speech-Emotion-Recognition

Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM

An-End-to-End-Multitask-Model-to-Improve-Speech-Emotion-Recognition

code for the ICASSP conference paper

bird_audio_detection_challenge

DenseNets for the detection of singing birds in audio files

EmotiW2018_Group-level_Emotion_Recognition

Code for Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions

GM-TCNet

Accepted by Journal of Speech Communication (CCF-B).

Human-Activity-Recognition

Multimodal human activity recognition using wrist-worn wearable sensors.

LOUPE_Keras

Rewrite the LOUPE library (https://github.com/antoine77340/LOUPE) into Keras version. Many learnable pooling or differentiable aggregation methods are covered. (NetVLAD, NetRVLAD, SoftDBoW, NetFV, CG)

Speech-Depression-Detection

Speech-Emotion-Recognition-2

Speech emotion recognition using LSTM, SVM and MLP | 语音情感识别

tf-openpose

Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.

aascode/Attentions_for_speech_classification

Code for the paper 'Attentions for short duration speech classification'.

aascode/awesome-multimodal-deception-detection

A reading list for research topics in multimodal deception detection.

aascode/BERT-Text-Analysis

Text Analysis done on a business text dataset using KeyBERT and BERTopic

aascode/COVID-19-Cough-Detection

An SVM-based model which can recognize COVID coughs using short audio cough recordings. An attempt at the INTERSPEECH 2021 Computational Paralinguistics Sub-Challenge.

aascode/DAIC-WoZ-Summarization

aascode/dana

DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)

aascode/DCASE2021-Task1

Codes related to DCASE2021 Task 1 - Acoustic Scene Classification

aascode/dcase2021_umaps

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

aascode/Emotion_Recognition_with_Wav2Vec

aascode/FT-w2v2-ser

aascode/FunMatch-Distillation

TF2 implementation of knowledge distillation using the "function matching" hypothesis from https://arxiv.org/abs/2106.05237.

aascode/ICASSP2022

aascode/Identifying_Actions_for_Sound_Event_Classification

aascode/KD-SVD

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

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

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

aascode/motion-sense

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope) (PMC Journal) (IoTDI'19)

aascode/multilingual_speech_valence_classification_datasets

Multilingual datasets with raw audio for speech emotion recognition

aascode/Natural-Language-Processing-with-Reddit-Post

Using Random Forest , Bi Direction LSTM and Tensorflow Transfer Learning to do a text classification project. Compare model differences between tokenization and word embedding.

aascode/reddit-sentiment-and-stock-volatility

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

aascode/reddit_corpora

Collection of NLP corpora based on Reddit comments

aascode/SER-wav2vec

Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.

aascode/ser-with-w2v2

aascode/SIIM-FISABIO-RSNA-COVID-19-Detection

7th place solution

aascode/soxan

Wav2Vec for speech recognition, classification, and audio classification

aascode/Spider-Monkey-Whinny-Detection

Code to replicate the experiments of the Interspeech 2021 paper "Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild".

aascode/stgcn_parkinsonism_prediction

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

aascode/StrengthNet

StrengthNet: Deep Learning-based Emotion Strength Assessment for Emotional Speech Synthesis

aascode/Topic-Modelling-YouTube-Comments

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

aascode/wav2vec2-large-xlsr-53-th

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

aascode/wav2vec_finetune