aascode

Attentions_for_speech_classification

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

audio-datasets

open-source audio datasets

BERT-Text-Analysis

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

condor_tensorflow

CONditionals for Ordinal Regression and classification in tensorflow

convnext-tf

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.

CovNet

Code of the paper "CovNet: A Transfer Learning Framework for Automatic COVID-19 Detection from Crowd-sourced Cough Sounds".

DAIC-WoZ-Summarization

dana

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

dcase20-mobnet

DCASE2021-Task1b

Audio-Visual Classifier in Acoustic Scene Clasification

Emotion_Recognition_with_Wav2Vec

fsl_osr_dataset_baseline

Source code for baseline obtenience

FT-w2v2-ser

FunMatch-Distillation

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

hate-speech-detection-survey

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

ICASSP2022

Identifying_Actions_for_Sound_Event_Classification

keras_cv_attention_models

Keras attention models including beit,botnet,CoaT,CoAtNet,convnext,CMT,cotnet,gmlp,halonet,levit,mlp-mixer,nfnets,regnet,resmlp,resnest,resnext,resnetd,volo

LAION-SAFETY

An open toolbox for NSFW & toxicity detection

LIGHT-SERNET

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

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)

multilingual_speech_valence_classification_datasets

Multilingual datasets with raw audio for speech emotion recognition

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.

reddit_corpora

Collection of NLP corpora based on Reddit comments

ser-with-w2v2

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".

StrengthNet

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

TM4nonCS

wav2vec_finetune