Publications & Conference Papers
Peer-reviewed publications in international conferences, workshops, and journals in Speech Processing, Machine Learning, and Computer Science.
[C16] Conference Paper
Adaptive Multi-Scale Speaker Diarization on DISPLACE 2024 Challenge Task #
Authors: Ravindrakumar M. Purohit, Vijay Hothi, and Hemant A. Patil
11th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2025)Dec 11, 2025 · Delhi, India
[C14] Conference Paper
Whisper-Based Multilingual ASR for Indic Languages #
Authors: Saroj Pandit, Ravindrakumar M. Purohit, and Hemant A. Patil
11th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2025)Dec 11, 2025 · Delhi, India
[C12] Conference Paper
BAANI: A 296M-Parameter Neural Vocoder for End-to-End Punjabi Speech Synthesis #
Authors: Siddharth Kumar, Nisarg Trivedi, Ravindrakumar M. Purohit, and Hemant A. Patil
[C6] Conference Paper (CORE Rank: B)
Swar: A Longformer-based GAN Vocoder for Gujarati #
Authors: Ravindrakumar M. Purohit, and Hemant A. Patil
33rd European Signal Processing Conference (EUSIPCO 2025)Sep 8, 2025 · Palermo, Italy
[C9] Conference Paper
Swar (Hindi): A Speaker-Aware Vocoder for Low-Resource Speech Synthesis #
Authors: Ravindrakumar M. Purohit, and Hemant A. Patil
29th International Conference on Asian Language Processing (IALP 2025)Aug 4, 2025 · Sarawak, Malaysia
[C8] Conference Paper
Vaachika: A GAN-Based Neural Vocoder for Marathi Language #
Authors: Ravindrakumar M. Purohit, Siddharth Kumar, and Hemant A. Patil
29th International Conference on Asian Language Processing (IALP 2025)Aug 4, 2025 · Sarawak, Malaysia
[C7] Conference Paper
Whether To Pretrain Neural Vocoders or Not?: An Empirical Analysis for Indic Speech Synthesis #
Authors: Ravindrakumar M. Purohit, and Hemant A. Patil
29th International Conference on Asian Language Processing (IALP 2025)Aug 4, 2025 · Sarawak, Malaysia
[J1] Journal Article (Q1 Journal)
FedBlocks: Federated Learning and blockchain-based Privacy-Preserved Pioneering Framework for IoT Healthcare using IPFS in Web3.0 Era #
Authors: Ravindrakumar M. Purohit, Jai Prakash Verma, Rachna Jain, Ashish Kumar
Cluster Computing Journal Vol. 28, Issue 2Apr 1, 2025 · Springer
[CW1] Workshop Paper
MLADDC: Multi-Lingual Audio Deepfake Detection Corpus #
Authors: Arth J. Shah, Ravindrakumar M. Purohit, Dharmendra H. Vaghera, and Hemant A. Patil
Audio Imagination: NeurIPS 2024 WorkshopDec 14, 2024 · Vancouver, Canada
[C5] Conference Paper
GPGAN-VC: Enhancing Voice Conversion using Gradient Penalty #
Authors: Ravindrakumar M. Purohit, Dharmendra H. Vaghera, and Hemant A. Patil
[C4] Conference Paper
GGMDDC: An Audio Deepfake Detection Multilingual Dataset #
Authors: Ravindrakumar M. Purohit, Arth J. Shah, Dharmendra H. Vaghera, and Hemant A. Patil
[C3] Conference Paper
PPHiFi-TTS: Phonetic Preserved High-Fidelity Text-to-Speech for Long-Term Speech Dependencies #
Authors: Ravindrakumar M. Purohit, Dharmendra H. Vaghera, and Hemant A. Patil
[C2] Conference Paper (CORE Rank: B)
FC-HiFiGAN: Aggrandizing Faster Convergence with Batchwise Normalization for Audio Synthesis #
Authors: Ravindrakumar M. Purohit, Arushi Srivastava, and Hemant A. Patil
27th International Conference on Pattern Recognition (ICPR 2024)Dec 1, 2024 · Kolkata, India
[C1] Conference Paper
WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining #
Authors: Ravindrakumar M. Purohit, Jai Prakash Verma, Rachna Jain, and Madhuri Bhavsar
IEEE International Conference on Advancement in Computation & Computer Technologies (InCACCT 2023)May 2, 2024 · Chandigarh, India