Unveiling the Clever Hans Effect in Audio Deepfakes: A Deep Dive by Bhusan Chettri Deepfakes, computer-generated data produced using advanced deep learning algorithms, have become increasingly difficult to differentiate from real data. In this article, Dr. Bhusan Chettri takes a comprehensive exploration of the Clever Hans effect in audio deepfake detectors, focusing on two widely […]

Automatic weeding using Artificial Intelligence Technology In This article Bhusan Chettri explains how Artificial Intelligence can be used to make automatic weeding systems more effective to improve crop productivity in agriculutural farming. He further discusses its advantages and disadvantages over traditional methods. Automatic weeding is a method of removing weeds from a garden or agricultural […]

Methods for Interpretable Machine Learning This tutorial from Bhusan Chettri provides an overview of different methods of interpretable machine learning (IML) a.k.a explainable AI (xAI) framework. This tutorial is the third instalment of the interpretable AI tutorial series by Dr Bhusan Chettri a PhD graduate in AI and Voice Technology from Queen Mary University of […]

Interpretable Machine Learning in Safe-Critical Applications This tutorial from Bhusan Chettri provides an overview of Interpretable Machine Learning (IML) a.k.a Explainable AI (xAI) taking into account safety-critical application domains such as medicine, finance and security. This tutorial is the second instalment of the interpretable AI tutorial series by Dr Bhusan Chettri a PhD graduate in […]

An overview of AI, Machine Learning, Deep Learning and their Interpretability This tutorial from Bhusan Chettri is focussed on providing an in-depth understanding of IML from multiple standpoint taking into consideration different usages (use-cases), different application domains and emphasising why it is important to understand how a machine learning model demonstrating impressive results make their […]

Bhusan Chettri Explains the Usage & Challenges of Voice Authentication Systems. Voice biometrics in simple words refers to the technology used to automatically recognise a person using their voice sample. Every person possesses a unique vocal apparatus and therefore the characteristics and features of an individual’s voice is distinct. This is one of the key […]

Automatic Speaker Recognition is the task of recognizing humans through their voice by using a computer. Automatic Speaker Recognition generally comprises of two tasks: Speaker identification and Speaker verification. Speaker identification involves finding the correct person from a given pool of known speakers or voices.