aascode's repositories
ADdetection
ICASSP 2023 SPGC Challenge: Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech
Amazing-Feature-Engineering
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.
An-End-to-End-Multitask-Model-to-Improve-Speech-Emotion-Recognition-1
code for the ICASSP conference paper
data-winners
A collection of FREE python and R scripts for website development, analysis, and optimization. Includes advanced resources for topical authority and semantic content optimization.
DeepPersonality
Banchmark for personality traits prediction with neural networks
harmonized-toolkit
The Harmonized Pre-processing Toolkit for Dementia Bank
Hierarchical-Multi-Label-Text-Classification
The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
Parkinson-Disease-Progression-Detection
This repository contains the code and analysis findings used for depression prediction and Parkinson's disease progression detection with multitask deep learning.
practical-nlp-code
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
Reddit-Comment-Predictions-Based-on-Topic-Model-with-SHAP-Analysis
SHapley Additive exPlanations Model Interpretability Analysis for Predictions based on Top2Vec Natural Language Processing
SearchMedia_Whisper
Easily search for text in audios and videos
serverless-ml-course
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
ask-my-pdf
Question answering system for PDF files
audio-embedding-bias
Notebooks to investigate data set bias in audio embeddings
DCASE2023_task2
Submission for task 2 "First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring" of the DCASE challenge 2023 (https://dcase.community/challenge2023/task-first-shot-unsupervised-anomalous-sound-detection-for-machine-condition-monitoring)
few-shot-open-set-eusipco2023
Accompanying code for the paper On Using Pre-Trained Embeddings for Detecting Anomalous Sounds with Limited Training Data.
icassp2023
Accompanying code for the paper Design Choices for Learning Embeddings from Auxiliary Tasks for Domain Generalization in Anomalous Sound Detection.
layerwise-analysis
Layer-wise analysis of self-supervised pre-trained speech representations
MentalLLaMA
This repository introduces MentaLLaMA, the first open-source instruction following large language model for interpretable mental health analysis.
Network-Traffic-Prediction
Ensemble Model for Network Intrusion Detection and Prevention
paper2speech
Convert any english paper or scientific book to audio
whisperX
WhisperX: Automatic Speech Recognition with Word-level Timestamps (& Diarization)