Speech-Based Stress Classification based on Modulation Spectral Features and Convolutional Neural Networks. - Anderson R. Avila; Shruti Rajendra Kshirsagar; Abhishek Tiwari 003; Daniel Lafond; Douglas D. O'Shaughnessy; Tiago H. Falk (EUSIPCO, 2019)

Cross-Language Speech Emotion Recognition Using Bag-of-Word Representations, Domain Adaptation, and Data Augmentation. - Shruti Rajendra Kshirsagar; Tiago H. Falk (Sensors, 2022)

Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note. - Abhishek Tiwari 003; Raymundo Cassani; Shruti Rajendra Kshirsagar; Diana P. Tobón; Yi Zhu 011; Tiago H. Falk (Sensors, 2022)

Quality-Aware Bag of Modulation Spectrum Features for Robust Speech Emotion Recognition. - Shruti Rajendra Kshirsagar; Tiago H. Falk (IEEE Trans. Affect. Comput., 2022)

Task-specific speech enhancement and data augmentation for improved multimodal emotion recognition under noisy conditions. - Shruti Rajendra Kshirsagar; Anurag Pendyala; Tiago H. Falk (Frontiers Comput. Sci., 2023)

COVID-19 Detection via Fusion of Modulation Spectrum and Linear Prediction Speech Features. - Yi Zhu 011; Abhishek Tiwari 003; João Monteiro 002; Shruti Rajendra Kshirsagar; Tiago H. Falk (IEEE ACM Trans. Audio Speech Lang. Process., 2023)