Devang Naik - RankMe

53 papers A* 3A 4Misc 16Journal 27Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	An Efficient and Streaming Audio Visual Active Speaker Detection System. ICASSP Arnav Kundu, Yanzi Jin, Mohammad Hossein Sekhavat, Maxwell Horton, Danny Tormoen, Devang Naik
2025	J	`jnl`	From Dense to Dynamic: Token-Difficulty Driven MoEfication of Pre-Trained LLMs. CoRR Kumari Nishu, Sachin Mehta, Samira Abnar, Mehrdad Farajtabar, Maxwell Horton, Mahyar Najibi, Moin Nabi, Minsik Cho, Devang Naik
2025	J	`jnl`	M2R2: Mixture of Multi-Rate Residuals for Efficient Transformer Inference. CoRR Nikhil Bhendawade, Mahyar Najibi, Devang Naik, Irina Belousova
2025	Misc	`conf`	SLiCK: Exploiting Subsequences for Length-Constrained Keyword Spotting. ICASSP Kumari Nishu, Minsik Cho, Devang Naik
2025	J	`jnl`	Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential. CoRR Mohammad Samragh, Arnav Kundu, David Harrison, Kumari Nishu, Devang Naik, Minsik Cho, Mehrdad Farajtabar
2025	A*	`conf`	eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models. HPCA Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
2024	J	`jnl`	An Efficient and Streaming Audio Visual Active Speaker Detection System. CoRR Arnav Kundu, Yanzi Jin, Mohammad Hossein Sekhavat, Maxwell Horton, Danny Tormoen, Devang Naik
2024	Misc	`conf`	Flexible Keyword Spotting Based on Homogeneous Audio-Text Embedding. ICASSP Kumari Nishu, Minsik Cho, Paul Dixon, Devang Naik
2024	Misc	`conf`	Improving Vision-Inspired Keyword Spotting Using Dynamic Module Skipping in Streaming Conformer Encoder. ICASSP Alexandre Bittar, Paul Dixon, Mohammad Samragh, Kumari Nishu, Devang Naik
2024	A*	`conf`	KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation. ICML Minsik Cho, Mohammad Rastegari, Devang Naik
2024	J	`jnl`	KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation. CoRR Minsik Cho, Mohammad Rastegari, Devang Naik
2024	A	`conf`	RepCNN: Micro-sized, Mighty Models for Wakeword Detection. INTERSPEECH Arnav Kundu, Prateeth Nayak, Priyanka Padmanabhan, Devang Naik
2024	J	`jnl`	RepCNN: Micro-sized, Mighty Models for Wakeword Detection. CoRR Arnav Kundu, Prateeth Nayak, Hywel Richards, Priyanka Padmanabhan, Devang Naik
2024	J	`jnl`	SLiCK: Exploiting Subsequences for Length-Constrained Keyword Spotting. CoRR Kumari Nishu, Minsik Cho, Devang Naik
2024	—	`conf`	Scaling Smart: Accelerating Large Language Model Pre-Training with Small Model Initialization. ENLSP Mohammad Samragh, Seyed-Iman Mirzadeh, Keivan Alizadeh-Vahid, Fartash Faghri, Minsik Cho, Moin Nabi, Devang Naik, Mehrdad Farajtabar
2024	J	`jnl`	Scaling Smart: Accelerating Large Language Model Pre-training with Small Model Initialization. CoRR Mohammad Samragh, Iman Mirzadeh, Keivan Alizadeh-Vahid, Fartash Faghri, Minsik Cho, Moin Nabi, Devang Naik, Mehrdad Farajtabar
2024	J	`jnl`	eDKM: An Efficient and Accurate Train-Time Weight Clustering for Large Language Models. IEEE Comput. Archit. Lett. Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
2023	J	`jnl`	Flexible Keyword Spotting based on Homogeneous Audio-Text Embedding. CoRR Kumari Nishu, Minsik Cho, Paul Dixon, Devang Naik
2023	Misc	`conf`	HEiMDaL: Highly Efficient Method for Detection and Localization of Wake-Words. ICASSP Arnav Kundu, Mohammad Samragh, Minsik Cho, Priyanka Padmanabhan, Devang Naik
2023	Misc	`conf`	I See What You Hear: A Vision-Inspired Method to Localize Words. ICASSP Mohammad Samragh, Arnav Kundu, Ting-Yao Hu, Aman Chadha, Ashish Srivastava, Minsik Cho, Oncel Tuzel, Devang Naik
2023	J	`jnl`	Improving vision-inspired keyword spotting using dynamic module skipping in streaming conformer encoder. CoRR Alexandre Bittar, Paul Dixon, Mohammad Samragh, Kumari Nishu, Devang Naik
2023	A	`conf`	Matching Latent Encoding for Audio-Text based Keyword Spotting. INTERSPEECH Kumari Nishu, Minsik Cho, Devang Naik
2023	J	`jnl`	Matching Latent Encoding for Audio-Text based Keyword Spotting. CoRR Kumari Nishu, Minsik Cho, Devang Naik
2023	A*	`conf`	PDP: Parameter-free Differentiable Pruning is All You Need. NeurIPS Minsik Cho, Saurabh Adya, Devang Naik
2023	J	`jnl`	PDP: Parameter-free Differentiable Pruning is All You Need. CoRR Minsik Cho, Saurabh Adya, Devang Naik
2023	J	`jnl`	Weight subcloning: direct initialization of transformers using larger pretrained ones. CoRR Mohammad Samragh, Mehrdad Farajtabar, Sachin Mehta, Raviteja Vemulapalli, Fartash Faghri, Devang Naik, Oncel Tuzel, Mohammad Rastegari
2023	J	`jnl`	eDKM: An Efficient and Accurate Train-time Weight Clustering for Large Language Models. CoRR Minsik Cho, Keivan Alizadeh-Vahid, Qichen Fu, Saurabh Adya, Carlo C. del Mundo, Mohammad Rastegari, Devang Naik, Peter Zatloukal
2022	J	`jnl`	HEiMDaL: Highly Efficient Method for Detection and Localization of wake-words. CoRR Arnav Kundu, Mohammad Samragh Razlighi, Minsik Cho, Priyanka Padmanabhan, Devang Naik
2022	J	`jnl`	I see what you hear: a vision-inspired method to localize words. CoRR Mohammad Samragh, Arnav Kundu, Ting-Yao Hu, Minsik Cho, Aman Chadha, Ashish Shrivastava, Oncel Tuzel, Devang Naik
2021	Misc	`conf`	Knowledge Transfer for Efficient on-Device False Trigger Mitigation. ICASSP Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik
2021	Misc	`conf`	On The Role of Visual Cues in Audiovisual Speech Enhancement. ICASSP Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz
2021	Misc	`conf`	Optimize What Matters: Training DNN-Hmm Keyword Spotting Model Using End Metric. ICASSP Ashish Shrivastava, Arnav Kundu, Chandra Dhir, Devang Naik, Oncel Tuzel
2020	A	`conf`	Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. INTERSPEECH Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik
2020	J	`jnl`	Complementary Language Model and Parallel Bi-LRNN for False Trigger Mitigation. CoRR Rishika Agarwal, Xiaochuan Niu, Pranay Dighe, Srikanth Vishnubhotla, Sameer Badaskar, Devang Naik
2020	Misc	`conf`	Detecting Emotion Primitives from Speech and Their Use in Discerning Categorical Emotions. ICASSP Vasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik
2020	J	`jnl`	Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions. CoRR Vasudha Kowtha, Vikramjit Mitra, Chris Bartels, Erik Marchi, Sue Booker, William Caruso, Sachin Kajarekar, Devang Naik
2020	J	`jnl`	Double-Talk Robust Multichannel Acoustic Echo Cancellation Using Least-Squares MIMO Adaptive Filtering: Transversal, Array, and Lattice Forms. IEEE Trans. Signal Process. Sarmad Malik, Jason Wung, Joshua Atkins, Devang Naik
2020	J	`jnl`	Knowledge Transfer for Efficient On-device False Trigger Mitigation. CoRR Pranay Dighe, Erik Marchi, Srikanth Vishnubhotla, Sachin Kajarekar, Devang Naik
2020	Misc	`conf`	Lattice-Based Improvements for Voice Triggering Using Graph Neural Networks. ICASSP Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
2020	J	`jnl`	Lattice-based Improvements for Voice Triggering Using Graph Neural Networks. CoRR Pranay Dighe, Saurabh Adya, Nuoyu Li, Srikanth Vishnubhotla, Devang Naik, Adithya Sagar, Ying Ma, Stephen Pulman, Jason D. Williams
2020	Misc	`conf`	Multi-Task Learning for Speaker Verification and Voice Trigger Detection. ICASSP Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
2020	J	`jnl`	Multi-task Learning for Speaker Verification and Voice Trigger Detection. CoRR Siddharth Sigtia, Erik Marchi, Sachin Kajarekar, Devang Naik, John Bridle
2020	J	`jnl`	Optimize what matters: Training DNN-HMM Keyword Spotting Model Using End Metric. CoRR Ashish Shrivastava, Arnav Kundu, Chandra Dhir, Devang Naik, Oncel Tuzel
2020	J	`jnl`	Robust Multichannel Linear Prediction for Online Speech Dereverberation Using Weighted Householder Least Squares Lattice Adaptive Filter. IEEE Trans. Signal Process. Jason Wung, Ante Jukic, Sarmad Malik, Mehrez Souden, Ramin Pichevar, Joshua Atkins, Devang Naik, Alex Acero
2020	J	`jnl`	Self-supervised Learning of Visual Speech Features with Audiovisual Speech Enhancement. CoRR Zakaria Aldeneh, Anushree Prasanna Kumar, Barry-John Theobald, Erik Marchi, Sachin Kajarekar, Devang Naik, Ahmed Hussen Abdelaziz
2019	A	`conf`	Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice. INTERSPEECH Vikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik
2019	J	`jnl`	Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice. CoRR Vikramjit Mitra, Sue Booker, Erik Marchi, David Scott Farrar, Ute Dorothea Peitz, Bridget Cheng, Ermine Teves, Anuj Mehta, Devang Naik
2019	—	`conf`	Neural Text-to-Speech Adaptation from Low Quality Public Recordings. SSW Qiong Hu, Erik Marchi, David Winarsky, Yannis Stylianou, Devang Naik, Sachin Kajarekar
2001	Misc	`conf`	Language-independent, short-enrollment voice verification over a far-field microphone. ICASSP Jerome R. Bellegarda, Devang Naik, Matthias Neeracher, Kim E. A. Silverman
1999	—	`conf`	Design and ccollection of a corpus of polyphones and prosodic contexts for speech synthesis research and development. EUROSPEECH Kim E. A. Silverman, Victoria Anderson, Jerome R. Bellegarda, Kevin A. Lenzo, Devang Naik
1997	Misc	`conf`	Using talker location to detect spurious utterances in desktop command and control. ICASSP Devang Naik
1996	Misc	`conf`	A novel word clustering algorithm based on latent semantic analysis. ICASSP Jerome R. Bellegarda, John W. Butzberger, Yen-Lu Chow, Noah B. Coccaro, Devang Naik
1995	Misc	`conf`	Pole-filtered cepstral mean subtraction. ICASSP Devang Naik