LDA and Deep Learning: A Combined Approach for Feature Extraction and Sentiment Analysis. - Maganti Syamala; N. J. Nalini (ICCCNT, 2019)

Recognition of Musical Instrument Using Deep Learning Techniques. - Sangeetha Rajesh; N. J. Nalini (Int. J. Inf. Retr. Res., 2021)

Combined Evidence of MFCC and CRP Features Using Machine Learning Algorithms for Singer Identification. - Sangeetha Rajesh; N. J. Nalini (Int. J. Pattern Recognit. Artif. Intell., 2021)

Instrument Emotion Recognition from Polyphonic Instrumental Music using MFCC and CENS Features with Deep Neural Networks. - Sangeetha Rajesh; N. J. Nalini (ICMLDE, 2023)

Epileptic seizure detection using scalogram-based hybrid CNN model on EEG signals. - Sesha Sai Priya Sadam; N. J. Nalini (Signal Image Video Process., 2024)