GitHub

A Tutorial for the Open Source State-of-the-Art Speaker Diarization Pipeline

DiariZen (Han et al., ICASSP 2025) is the leading open-source state-of-the-art speaker diarization system. It combines a structurally pruned WavLM-Large encoder, a Conformer backend with powerset ...
IEEE

Classification of Five Emotions from EEG and Eye Movement Signals: Discrimination Ability and Stability over Time

Abstract: This paper explores the discrimination ability and stability of electroencephalogram (EEG) and eye movement signals over time for classifying five emotions: happy, sad, fear, disgust and ...
Frontiers

Classification of tobacco leaf diseases based on multi-source remote sensing data

Accurate classification of tobacco leaf diseases is critical for objective disease assessment and management. However, traditional manual observation methods are inherently subjective, and ...
Visual Studio Magazine

Binary Classification Using LightGBM

Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...
GitHub

DeText: A Deep Neural Text Understanding Framework

DeText is a Deep Text understanding framework for NLP related ranking, classification, and language generation tasks. It leverages semantic matching using deep neural networks to understand member ...
Visual Studio Magazine

Binary Classification Using a scikit Neural Network

Machine learning with neural networks is sometimes said to be part art and part science. Dr. James McCaffrey of Microsoft Research teaches both with a full-code, step-by-step tutorial. A binary ...