Gil Keren - RankMe

51 papers A* 3A 7B 2C 1Misc 6Journal 25Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Efficient Streaming LLM for Speech Recognition. ICASSP Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli
2025	Misc	`conf`	Faster Speech-LLaMA Inference with Multi-token Prediction. ICASSP Desh Raj, Gil Keren, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli
2025	Misc	`conf`	M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses. ICASSP Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli
2025	J	`jnl`	Omnilingual ASR: Open-Source Multilingual Speech Recognition for 1600+ Languages. CoRR Gil Keren, Artyom Kozhevnikov, Yen Meng, Christophe Ropers, Matthew Setzler, Skyler Wang, Ife Adebara, Michael Auli, Can Balioglu, Kevin Chan, Chierh Cheng, Joe Chuang, Caley Droof, Mark Duppenthaler, Paul-Ambroise Duquenne, Alexander Erben, Cynthia Gao, Gabriel Mejia Gonzalez, Kehan Lyu, Sagar Miglani, Vineel Pratap, Kaushik Ram Sadagopan, Safiyyah Saleem, Arina Turkatenko, Albert Ventayol-Boada, Zheng-Xin Yong, Yu-An Chung, Jean Maillard, Rashel Moritz, Alexandre Mourachko, Mary Williamson, Shireen Yates
2025	Misc	`conf`	Speech-N-LlaMA: Improving Speech LLMs with Multi-Pass Training. ICASSP Amit Kumar Singh Yadav, Gil Keren, Desh Raj, Wei Zhou, Junteng Jia, Ke Li, Ying Xu, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli
2024	—	`conf`	DOC-RAG: ASR Language Model Personalization with Domain-Distributed Co-occurrence Retrieval Augmentation. LREC/COLING Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Keren, Zeeshan Ahmed, Dinesh Manocha, Xuedong Zhang
2024	J	`jnl`	Efficient Streaming LLM for Speech Recognition. CoRR Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli
2024	J	`jnl`	Faster Speech-LLaMA Inference with Multi-token Prediction. CoRR Desh Raj, Gil Keren, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli
2024	J	`jnl`	M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses. CoRR Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli
2024	—	`conf`	Token-Weighted RNN-T For Learning From Flawed Data. SLT Gil Keren, Wei Zhou, Ozlem Kalinli
2024	J	`jnl`	Token-Weighted RNN-T for Learning from Flawed Data. CoRR Gil Keren, Wei Zhou, Ozlem Kalinli
2023	C	`conf`	A Token-Wise Beam Search Algorithm for RNN-T. ASRU Gil Keren
2023	J	`jnl`	A Token-Wise Beam Search Algorithm for RNN-T. CoRR Gil Keren
2023	Misc	`conf`	Improving fast-slow Encoder based Transducer with Streaming Deliberation. ICASSP Ke Li, Jay Mahadeokar, Jinxi Guo, Yangyang Shi, Gil Keren, Ozlem Kalinli, Michael L. Seltzer, Duc Le
2023	—	`conf`	PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation. EMNLP (Findings) Puneet Mathur, Zhe Liu, Ke Li, Yingyi Ma, Gil Keren, Zeeshan Ahmed, Dinesh Manocha, Xuedong Zhang
2023	J	`jnl`	Text Generation with Speech Synthesis for ASR Data Augmentation. CoRR Zhuangqun Huang, Gil Keren, Ziran Jiang, Shashank Jain, David Goss-Grubbs, Nelson Cheng, Farnaz Abtahi, Duc Le, David Zhang, Antony D'Avirro, Ethan Campbell-Taylor, Jessie Salas, Irina-Elena Veliche, Xi Chen
2023	J	`jnl`	Towards Selection of Text-to-speech Data to Augment ASR Training. CoRR Shuo Liu, Leda Sari, Chunyang Wu, Gil Keren, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli
2022	A	`conf`	Scaling ASR Improves Zero and Few Shot Learning. INTERSPEECH Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
2021	Misc	`conf`	A Time-Domain Convolutional Recurrent Network for Packet Loss Concealment. ICASSP Ju Lin, Yun Wang, Kaustubh Kalgaonkar, Gil Keren, Didi Zhang, Christian Fuegen
2021	A	`conf`	A Two-Stage Approach to Speech Bandwidth Extension. Interspeech Ju Lin, Yun Wang, Kaustubh Kalgaonkar, Gil Keren, Didi Zhang, Christian Fuegen
2021	—	`conf`	Alignment Restricted Streaming Recurrent Neural Network Transducer. SLT Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
2021	A	`conf`	Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. Interspeech Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
2021	J	`jnl`	Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. CoRR Duc Le, Mahaveer Jain, Gil Keren, Suyoun Kim, Yangyang Shi, Jay Mahadeokar, Julian Chan, Yuan Shangguan, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Michael L. Seltzer
2021	—	`conf`	Deep Shallow Fusion for RNN-T Personalization. SLT Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer
2021	J	`jnl`	N-HANS: A neural network-based toolkit for in-the-wild audio enhancement. Multim. Tools Appl. Shuo Liu, Gil Keren, Emilia Parada-Cabaleiro, Björn W. Schuller
2021	J	`jnl`	Scaling ASR Improves Zero and Few Shot Learning. CoRR Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
2020	J	`jnl`	Alignment Restricted Streaming Recurrent Neural Network Transducer. CoRR Jay Mahadeokar, Yuan Shangguan, Duc Le, Gil Keren, Hang Su, Thong Le, Ching-Feng Yeh, Christian Fuegen, Michael L. Seltzer
2020	J	`jnl`	Analysis of loss functions for fast single-class classification. Knowl. Inf. Syst. Gil Keren, Sivan Sabato, Björn W. Schuller
2020	J	`jnl`	Contextual RNN-T For Open Domain ASR. CoRR Mahaveer Jain, Gil Keren, Jay Mahadeokar, Yatharth Saraf
2020	A	`conf`	Contextual RNN-T for Open Domain ASR. INTERSPEECH Mahaveer Jain, Gil Keren, Jay Mahadeokar, Geoffrey Zweig, Florian Metze, Yatharth Saraf
2020	J	`jnl`	Deep Shallow Fusion for RNN-T Personalization. CoRR Duc Le, Gil Keren, Julian Chan, Jay Mahadeokar, Christian Fuegen, Michael L. Seltzer
2020	—	`—`	Neural Network Supervision: Notes on Loss Functions, Labels and Confidence Estimation. Gil Keren
2019	A*	`conf`	A Walkthrough for the Principle of Logit Separation. IJCAI Gil Keren, Sivan Sabato, Björn W. Schuller
2019	J	`jnl`	N-HANS: Introducing the Augsburg Neuro-Holistic Audio-eNhancement System. CoRR Shuo Liu, Gil Keren, Björn W. Schuller
2019	J	`jnl`	Single-Channel Speech Separation with Auxiliary Speaker Embeddings. CoRR Shuo Liu, Gil Keren, Björn W. Schuller
2019	A	`conf`	Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement. INTERSPEECH Andreas Triantafyllopoulos, Gil Keren, Johannes Wagner, Ingmar Steiner, Björn W. Schuller
2018	J	`jnl`	Calibrated Prediction Intervals for Neural Network Regressors. IEEE Access Gil Keren, Nicholas Cummins, Björn W. Schuller
2018	J	`jnl`	Calibrated Prediction Intervals for Neural Network Regressors. CoRR Gil Keren, Nicholas Cummins, Björn W. Schuller
2018	—	`ch.`	Deep learning for multisensorial and multimodal interaction. The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2) Gil Keren, Amr El-Desoky Mousa, Olivier Pietquin, Stefanos Zafeiriou, Björn W. Schuller
2018	A*	`conf`	Fast Single-Class Classification and the Principle of Logit Separation. ICDM Gil Keren, Sivan Sabato, Björn W. Schuller
2018	J	`jnl`	Scaling Speech Enhancement in Unseen Environments with Noise Embeddings. CoRR Gil Keren, Jing Han, Björn W. Schuller
2018	J	`jnl`	Weakly Supervised One-Shot Detection with Attention Siamese Networks. CoRR Gil Keren, Maximilian Schmitt, Thomas Kehrenberg, Björn W. Schuller
2017	B	`conf`	CAST a database: Rapid targeted large-scale big data acquisition via small-world modelling of social media platforms. ACII Shahin Amiriparian, Sergey Pugachevskiy, Nicholas Cummins, Simone Hantke, Jouni Pohjalainen, Gil Keren, Björn W. Schuller
2017	A	`conf`	End-to-end learning for dimensional emotion recognition from physiological signals. ICME Gil Keren, Tobias Kirschstein, Erik Marchi, Fabien Ringeval, Björn W. Schuller
2017	J	`jnl`	Fast Single-Class Classification and the Principle of Logit Separation. CoRR Gil Keren, Sivan Sabato, Björn W. Schuller
2017	J	`jnl`	On Definable Skolem Functions in Weakly O-Minimal nonvaluational Structures. J. Symb. Log. Pantelis E. Eleftheriou, Assaf Hasson, Gil Keren
2017	A*	`conf`	Tunable Sensitivity to Large Errors in Neural Network Training. AAAI Gil Keren, Sivan Sabato, Björn W. Schuller
2016	A	`conf`	Convolutional Neural Networks with Data Augmentation for Classifying Speakers' Native Language. INTERSPEECH Gil Keren, Jun Deng, Jouni Pohjalainen, Björn W. Schuller
2016	B	`conf`	Convolutional RNN: An enhanced model for extracting features from sequential data. IJCNN Gil Keren, Björn W. Schuller
2016	J	`jnl`	Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data. CoRR Gil Keren, Björn W. Schuller
2016	J	`jnl`	Tunable Sensitivity to Large Errors in Neural Network Training. CoRR Gil Keren, Sivan Sabato, Björn W. Schuller