Emergence of deep learning as a potential solution for detection, recovery and de-noising of signals in communication systems. - Karan Thakkar; Apoorv Goyal; Budhaditya Bhattacharyya (Int. J. Intell. Networks, 2020)

Stress Testing Chain-of-Thought Prompting for Large Language Models. - Aayush Mishra; Karan Thakkar (CoRR, 2023)

Explicit-memory multiresolution adaptive framework for speech and music separation. - Ashwin Bellur; Karan Thakkar; Mounya Elhilali (EURASIP J. Audio Speech Music. Process., 2023)

DPM-TSE: A Diffusion Probabilistic Model for Target Sound Extraction. - Jiarui Hai; Helin Wang; Dongchao Yang; Karan Thakkar; Najim Dehak; Mounya Elhilali (ICASSP, 2024)

Investigating Self-Supervised Deep Representations for EEG-Based Auditory Attention Decoding. - Karan Thakkar; Jiarui Hai; Mounya Elhilali (ICASSP, 2024)

DreamVoice: Text-Guided Voice Conversion. - Jiarui Hai; Karan Thakkar; Helin Wang; Zengyi Qin; Mounya Elhilali (INTERSPEECH, 2024)

SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer. - Helin Wang; Jiarui Hai; Yen-Ju Lu; Karan Thakkar; Mounya Elhilali; Najim Dehak (ICASSP, 2025)

Foundation Model Hidden Representations for Heart Rate Estimation from Auscultation. - Jingping Nie; Dung T. Tran; Karan Thakkar; Vasudha Kowtha; Jonathan Huang; Carlos Avendaño; Erdrin Azemi; Vikramjit Mitra (CoRR, 2025)

CapSpeech: Enabling Downstream Applications in Style-Captioned Text-to-Speech. - Helin Wang; Jiarui Hai; Dading Chong; Karan Thakkar; Tiantian Feng; Dongchao Yang; Junhyeok Lee; Laureano Moro-Velázquez; Jesús Villalba 001; Zengyi Qin; Shrikanth Narayanan; Mounya Elhilali; et al. (CoRR, 2025)