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 ...
GitHub

char_rnn_classification_tutorial.py

This tutorials is part of a three-part series: * `NLP From Scratch: Classifying Names with a Character-Level RNN <https://pytorch.org/tutorials/intermediate/char_rnn ...
Frontiers

Analysis of physical education based on deep learning on college students’ mental health and social adaptability

The multivariate logistic regression is widely used in non-linear classification in the fields of deep learning and machine learning. Improved linear regression model. The main advantage of this model ...
IEEE

Aggressive Approximation of the SoftMax Function for Power-Efficient Hardware Implementations

Abstract: Neural Network models most often exploit the SoftMax function in the classification stage for computing probabilities through exponentiation and division operations. To reduce the complexity ...
Frontiers

A Deep Audiovisual Approach for Human Confidence Classification

Research on self-efficacy and confidence has spread across several subfields of psychology and neuroscience. The role of one’s confidence is very crucial in the formation of attitude and communication ...
Visual Studio Magazine

Deep Neural Networks: A Getting Started Tutorial

Deep Neural Networks are the more computationally powerful cousins to regular neural networks. Learn exactly what DNNs are and why they are the hottest topic in machine learning research. The term ...