aascode's repositories
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
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".
dana
DANA: Dimension-Adaptive Neural Architecture (UbiComp'21)( ACM IMWUT)
DCASE2021-Task1b
Audio-Visual Classifier in Acoustic Scene Clasification
fsl_osr_dataset_baseline
Source code for baseline obtenience
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).
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
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