Nirmesh J. Shah

4 papers · 2019–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🏆 Keyword Champion

❓ The Questioner

Venues

Interspeech (3) AAAI (1)

Top co-authors

Pankaj Wasnik (2) Hemant A. Patil (2) Hardik B. Sailor (1) Ishan Darshan Biyani (1) Ashishkumar Prabhakar Gudmalwar (1) Ishan D. Biyani (1) Rajiv R. Shah (1) Rajiv Ratn Shah (1) Ashishkumar P. Gudmalwar (1)

Research topics

Deep Learning (3) Speech & Audio (3) Machine Learning (2) Learning Types · Machine Learning (2) Models (2) Synthesis (2) Interdisciplinary (1) Architectures (1) Learning Types · Deep Learning (1) Linguistics (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

voice conversion (4) diffusion model (2) speech synthesis (2) neural network optimization (1) nearest neighbor (1) restricted boltzmann machine (1) denoising autoencoder (1) deep neural network (1) time reversal (1) speaker identification (1) phone alignment (1) emotional voice conversion (1) speaker representation (1) latent vector (1) phonetic accuracy (1) latent vector modeling (1) model compression (1) spectral transition measure (1) self-supervised learning (1) data augmentation (1)

Papers

EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion AAAI 2025 REWIND: Speech Time Reversal for Enhancing Speaker Representations in Diffusion-based Voice Conversion Interspeech 2025 Phone Aware Nearest Neighbor Technique Using Spectral Transition Measure for Non-Parallel Voice Conversion Interspeech 2019 Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion Interspeech 2019