4 citations · 10 across the 7 of their papers we have counts for
7 papers
Generative Adversarial Network based Voice Conversion: Techniques, Challenges, and Recent Advancements
Sandipan Dhar, Nanda Dulal Jana, Swagatam Das
Voice conversion (VC) stands as a crucial research area in speech synthesis, enabling the transformation of a speaker's vocal characteristics to resemble another while preserving t…
Collective Learning Mechanism based Optimal Transport Generative Adversarial Network for Non-parallel Voice Conversion
Sandipan Dhar, Md. Tousin Akhter, Nanda Dulal Jana +1
After demonstrating significant success in image synthesis, Generative Adversarial Network (GAN) models have likewise made significant progress in the field of speech synthesis, le…
Differential Evolution Algorithm based Hyper-Parameters Selection of Convolutional Neural Network for Speech Command Recognition
Sandipan Dhar, Anuvab Sen, Aritra Bandyopadhyay +3
Speech Command Recognition (SCR), which deals with identification of short uttered speech commands, is crucial for various applications, including IoT devices and assistive technol…
Novel Epileptic Seizure Detection Techniques and their Empirical Analysis
Rabel Guharoy, Nanda Dulal Jana, Suparna Biswas +1
An Electroencephalogram (EEG) is a non-invasive exam that records the brain's electrical activity. This is used to help diagnose conditions such as different brain problems. EEG si…
An Efficient Epileptic Seizure Detection Technique using Discrete Wavelet Transform and Machine Learning Classifiers
Rabel Guharoy, Nanda Dulal Jana, Suparna Biswas
This paper presents an epilepsy detection method based on discrete wavelet transform (DWT) and Machine learning classifiers. Here DWT has been used for feature extraction as it pro…
An Adaptive Learning based Generative Adversarial Network for One-To-One Voice Conversion
Sandipan Dhar, Nanda Dulal Jana, Swagatam Das
Voice Conversion (VC) emerged as a significant domain of research in the field of speech synthesis in recent years due to its emerging application in voice-assisting technology, au…
Accuracy Improvement of Neural Network Training using Particle Swarm Optimization and its Stability Analysis for Classification
Arijit Nandi, Nanda Dulal Jana
Supervised classification is the most active and emerging research trends in today's scenario. In this view, Artificial Neural Network (ANN) techniques have been widely employed an…