Saurabh Adya - RankMe

33 papers A* 3A 7C 1Misc 4Journal 18

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	MMW: Side Talk Rejection Multi-Microphone Whisper On Smart Glasses. ASRU Yang Liu, Li Wan, Yiteng Huang, Yong Xu, Yangyang Shi, Saurabh Adya, Ming Sun, Florian Metze
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	A	`conf`	Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness. INTERSPEECH Sai Srujana Buddi, Satyam Kumar, Utkarsh Oggy Sarawgi, Vineet Garg, Shivesh Ranjan, Ognjen Rudovic, Ahmed Hussen Abdelaziz, Saurabh Adya
2024	J	`jnl`	Comparative Analysis of Personalized Voice Activity Detection Systems: Assessing Real-World Effectiveness. CoRR Satyam Kumar, Sai Srujana Buddi, Utkarsh Oggy Sarawgi, Vineet Garg, Shivesh Ranjan, Ognjen Rudovic, Ahmed Hussen Abdelaziz, Saurabh Adya
2024	J	`jnl`	Device-Directed Speech Detection for Follow-up Conversations Using Large Language Models. CoRR Ognjen Rudovic, Pranay Dighe, Yi Su, Vineet Garg, Sameer Dharur, Xiaochuan Niu, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024	Misc	`conf`	Modality Drop-Out for Multimodal Device Directed Speech Detection Using Verbal and Non-Verbal Features. ICASSP Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik
2024	A	`conf`	Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. INTERSPEECH Shruti Palaskar, Ognjen Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024	J	`jnl`	Multimodal Large Language Models with Fusion Low Rank Adaptation for Device Directed Speech Detection. CoRR Shruti Palaskar, Oggi Rudovic, Sameer Dharur, Florian Pesce, Gautam Krishna, Aswin Sivaraman, Jack Berkowitz, Ahmed Hussen Abdelaziz, Saurabh Adya, Ahmed H. Tewfik
2024	Misc	`conf`	Streaming Anchor Loss: Augmenting Supervision with Temporal Significance. ICASSP Utkarsh Oggy Sarawgi, John Berkowitz, Vineet Garg, Arnav Kundu, Minsik Cho, Sai Srujana Buddi, Saurabh Adya, Ahmed H. Tewfik
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	A	`conf`	Efficient Multimodal Neural Networks for Trigger-less Voice Assistants. INTERSPEECH Sai Srujana Buddi, Utkarsh Oggy Sarawgi, Tashweena Heeramun, Karan Sawnhey, Ed Yanosik, Saravana Rathinam, Saurabh Adya
2023	J	`jnl`	Efficient Multimodal Neural Networks for Trigger-less Voice Assistants. CoRR Sai Srujana Buddi, Utkarsh Oggy Sarawgi, Tashweena Heeramun, Karan Sawnhey, Ed Yanosik, Saravana Rathinam, Saurabh Adya
2023	Misc	`conf`	Less Is More: A Unified Architecture for Device-Directed Speech Detection with Multiple Invocation Types. ICASSP Oggi Rudovic, Wonil Chang, Vineet Garg, Pranay Dighe, Pramod Simha, Jack Berkowitz, Ahmed Hussen Abdelaziz, Sachin Kajarekar, Erik Marchi, Saurabh Adya
2023	J	`jnl`	Modality Dropout for Multimodal Device Directed Speech Detection using Verbal and Non-Verbal Features. CoRR Gautam Krishna, Sameer Dharur, Oggi Rudovic, Pranay Dighe, Saurabh Adya, Ahmed Hussen Abdelaziz, Ahmed H. Tewfik
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`	R^2: Range Regularization for Model Compression and Quantization. CoRR Arnav Kundu, Chungkuk Yoo, Srijan Mishra, Minsik Cho, Saurabh Adya
2023	J	`jnl`	Streaming Anchor Loss: Augmenting Supervision with Temporal Significance. CoRR Utkarsh Oggy Sarawgi, John Berkowitz, Vineet Garg, Arnav Kundu, Minsik Cho, Sai Srujana Buddi, Saurabh Adya, Ahmed H. Tewfik
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	A*	`conf`	DKM: Differentiable k-Means Clustering Layer for Neural Network Compression. ICLR Minsik Cho, Keivan Alizadeh-Vahid, Saurabh Adya, Mohammad Rastegari
2022	A	`conf`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. INTERSPEECH Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	J	`jnl`	Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models. CoRR Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	A	`conf`	Improving Voice Trigger Detection with Metric Learning. INTERSPEECH Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2022	J	`jnl`	Improving Voice Trigger Detection with Metric Learning. CoRR Prateeth Nayak, Takuya Higuchi, Anmol Gupta, Shivesh Ranjan, Stephen Shum, Siddharth Sigtia, Erik Marchi, Varun Lakshminarasimhan, Minsik Cho, Saurabh Adya, Chandra Dhir, Ahmed H. Tewfik
2021	J	`jnl`	DKM: Differentiable K-Means Clustering Layer for Neural Network Compression. CoRR Minsik Cho, Keivan Alizadeh-Vahid, Saurabh Adya, Mohammad Rastegari
2021	A	`conf`	Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. Interspeech Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
2021	J	`jnl`	Streaming Transformer for Hardware Efficient Voice Trigger Detection and False Trigger Mitigation. CoRR Vineet Garg, Wonil Chang, Siddharth Sigtia, Saurabh Adya, Pramod Simha, Pranay Dighe, Chandra Dhir
2020	A	`conf`	Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. INTERSPEECH Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
2020	J	`jnl`	Hybrid Transformer/CTC Networks for Hardware Efficient Voice Triggering. CoRR Saurabh Adya, Vineet Garg, Siddharth Sigtia, Pramod Simha, Chandra Dhir
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
2018	J	`jnl`	Democratizing Production-Scale Distributed Deep Learning. CoRR Minghuang Ma, Hadi Pouransari, Daniel Chao, Saurabh Adya, Santiago Akle Serrano, Yi Qin, Dan Gimnicher, Dominic Walsh
2018	J	`jnl`	Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training. CoRR Saurabh Adya, Vinay Palakkode, Oncel Tuzel