Projects - Soundmind Neurovision Innovation Lab

Journal Papers

[J1]. S. Kshirsagar, T. Falk, "Quality-Aware Bag of Modulation Spectrum Features for Robust Speech Emotion Recognition", IEEE Transactions on Affective Computing, May 2022. [Link]
[J2]. S. Kshirsagar, T. Falk, A. Pendyala, "Task-Specific Speech Enhancement and Data Augmentation for Improved Multimodal Emotion Recognition Under Noisy Conditions", Frontiers in Computer Science, 2023. [Link]
[J3]. T. Falk, A. Tiwari, R. Casani, S. Kshirsagar, D. Tobon, Y. Sue, "Modulation Spectral Signal Representation for Quality Measurement and Enhancement of Wearable Device Data: A Technical Note", Sensors, 2022. [Link]
[J4].S. Kshirsagar, T. Falk, "Cross-Language Speech Emotion Recognition Using Bag-of-Word Representations, Domain Adaptation, and Data Augmentation", Sensors, 2022. [Link]
[J5]. Y. Zhu, A. Tiwari, J. Monteiro, S. Kshirsagar, T. Falk, "COVID-19 Detection via Fusion of Modulation-Spectrum and Linear Prediction Speech Features", IEEE Transactions on Audio, Speech, and Language Processing, March 2023. [Link]

[C1]. S. Kshirsagar, A. Tiwari, D. Lafond, D. O’Shaughnessy, T. Falk, "Speech-Based Stress Classification Based on Modulation Spectral Features and Convolutional Neural Networks", EUSIPCO, 2019, Spain. [Link]
[C2]. A. Gaballah, A. Avila, J. Monteiro, P. Tiwari, S. Kshirsagar, T. Falk, "Development of the INRS-EMT Scene Classification Systems for the 2020 DCASE Challenge", DCASE, 2020. [Link]
[C3]. P. Tiwari, Y. Jain, A. Avila, J. Monteiro, S. Kshirsagar, A. Gaballah, T. Falk, "Modulation Spectral Signal Representation and I-vectors for Anomalous Sound Detection", DCASE Challenge, 2020. [Link]
[C4]. S. Kshirsagar, N. Sanghvi, K. Sabu, P. Rao, "Prosodic Features of Marathi News Reading Style", IEEE TENCON, Nov 2016, Singapore. [Link]
[C5]. P. Rao, H. Mixdorff, I. Deshpande, N. Sanghvi, S. Kshirsagar, "A Quantitative Study of Focus Shift in Marathi", Speech Prosody, May 2016, Boston, USA. [Link]
[C6]. M. Thu, S. Kshirsagar, "A Machine Learning Approach for Integrating Phonocardiogram and Electrocardiogram Data for Heart Sound Detection", International Conference on Computing in Cardiology, Sep 2023, Germany. [Link]
[C7]. N. Paranjpe, S. Kshirsagar, A. Ramajan, "Enhancing Desalination Rates of Saltwater Using Superhydrophobic Nanomembranes and Machine Learning Approaches", International Conference on Advanced Materials Science & Engineering and High Tech Devices Applications, 2024.