Ozlem Kalinli

According to our database, Ozlem Kalinli authored at least 67 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Streaming LLM for Speech Recognition.

Junteng Jia, Gil Keren, Wei Zhou, Egor Lakomkin, Xiaohui Zhang, Chunyang Wu, Frank Seide, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

M-BEST-RQ: A Multi-Channel Speech Foundation Model for Smart Glasses.

Yufeng Yang, Desh Raj, Ju Lin, Niko Moritz, Junteng Jia, Gil Keren, Egor Lakomkin, Yiteng Huang, Jacob Donley, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

Faster Speech-LLaMA Inference with Multi-token Prediction.

Desh Raj, Gil Keren, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2024

Towards measuring fairness in speech recognition: Fair-Speech dataset.

Irina-Elena Veliche, Zhuangqun Huang, Vineeth Ayyat Kochaniyan, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer

CoRR, 2024

Token-Weighted RNN-T for Learning from Flawed Data.

Gil Keren, Wei Zhou, Ozlem Kalinli

CoRR, 2024

AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model.

Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

Recovering from Privacy-Preserving Masking with Large Language Models.

Arpita Vats, Zhe Liu, Peng Su, Debjyoti Paul, Yingyi Ma, Yutong Pang, Zeeshan Ahmed, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

Contextual Biasing of Named-Entities with Large Language Models.

Chuanneng Sun, Zeeshan Ahmed, Yingyi Ma, Zhe Liu, Lucas Kabela, Yutong Pang, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models.

Yuan Shangguan, Haichuan Yang, Danni Li, Chunyang Wu, Yassir Fathullah, Dilin Wang, Ayushi Dalmia, Raghuraman Krishnamoorthi, Ozlem Kalinli, Junteng Jia, Jay Mahadeokar, Xin Lei, Mike Seltzer, Vikas Chandra

Proceedings of the IEEE International Conference on Acoustics, 2024

Correction Focused Language Model Training For Speech Recognition.

Yingyi Ma, Zhe Liu, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

End-to-End Speech Recognition Contextualization with Large Language Models.

Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen

Proceedings of the IEEE International Conference on Acoustics, 2024

Effective Internal Language Model Training and Fusion for Factorized Transducer Model.

Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2024

Prompting Large Language Models with Speech Recognition Abilities.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2024

Forgetting Private Textual Sequences in Language Models Via Leave-One-Out Ensemble.

Zhe Liu, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data.

Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer

CoRR, 2023

Augmenting text for spoken language understanding with Large Language Models.

Roshan Sharma, Suyoun Kim, Daniel Lazar, Trang Le, Akshat Shrivastava, Kwanghoon Ahn, Piyush Kansal, Leda Sari, Ozlem Kalinli, Michael L. Seltzer

CoRR, 2023

Recovering from Privacy-Preserving Masking with Large Language Models.

Arpita Vats, Zhe Liu, Peng Su, Debjyoti Paul, Yingyi Ma, Yutong Pang, Zeeshan Ahmed, Ozlem Kalinli

CoRR, 2023

Towards Selection of Text-to-speech Data to Augment ASR Training.

Shuo Liu, Leda Sari, Chunyang Wu, Gil Keren, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli

CoRR, 2023

Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding.

Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Multi-Head State Space Model for Speech Recognition.

Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Learning ASR Pathways: A Sparse Multilingual ASR Model.

Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2023

Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities.

Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

Anchored Speech Recognition with Neural Transducers.

Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2023

Improving fast-slow Encoder based Transducer with Streaming Deliberation.

Ke Li, Jay Mahadeokar, Jinxi Guo, Yangyang Shi, Gil Keren, Ozlem Kalinli, Michael L. Seltzer, Duc Le

Proceedings of the IEEE International Conference on Acoustics, 2023

Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers.

Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2023

Joint Federated Learning and Personalization for on-Device ASR.

Junteng Jia, Ke Li, Mani Malek, Kshitiz Malik, Jay Mahadeokar, Ozlem Kalinli, Frank Seide

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition.

Suyoun Kim, Ke Li, Lucas Kabela, Rongqing Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le

CoRR, 2022

Learning ASR pathways: A sparse multilingual ASR model.

Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli

CoRR, 2022

Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning.

Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Scaling ASR Improves Zero and Few Shot Learning.

Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Streaming parallel transducer beam search with fast slow cascaded encoders.

Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Deliberation Model for On-Device Spoken Language Understanding.

Duc Le, Akshat Shrivastava, Paden D. Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric.

Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Federated Domain Adaptation for ASR with Full Self-Supervision.

Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet.

Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra

Proceedings of the IEEE International Conference on Acoustics, 2022

Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution.

Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2022

Neural-FST Class Language Model for End-to-End Speech Recognition.

Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the IEEE International Conference on Acoustics, 2022

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition.

Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study.

Dawei Liang, Yangyang Shi, Yun Wang, Nayan Singhal, Alex Xiao, Jonathan Shaw, Edison Thomaz, Ozlem Kalinli, Mike Seltzer

CoRR, 2021

Noisy Training Improves E2E ASR for the Edge.

Dilin Wang, Yuan Shangguan, Haichuan Yang, Pierce Chuang, Jiatong Zhou, Meng Li, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra

CoRR, 2021

Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios.

Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer

CoRR, 2021

Transformer-Based Acoustic Modeling for Streaming Speech Synthesis.

Chunyang Wu, Zhiping Xiu, Yangyang Shi, Ozlem Kalinli, Christian Fuegen, Thilo Köhler, Qing He

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Dynamic Encoder Transducer: A Flexible Solution for Trading Off Accuracy for Latency.

Yangyang Shi, Varun Nagaraja, Chunyang Wu, Jay Mahadeokar, Duc Le, Rohit Prabhavalkar, Alex Xiao, Ching-Feng Yeh, Julian Chan, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Dissecting User-Perceived Latency of On-Device E2E Speech Recognition.

Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Collaborative Training of Acoustic Encoders for Speech Recognition.

Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh, Ozlem Kalinli, Michael L. Seltzer, Vikas Chandra

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios.

Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion.

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

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding.

Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

SapAugment: Learning A Sample Adaptive Policy for Data Augmentation.

Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel

Proceedings of the IEEE International Conference on Acoustics, 2021

2019

Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition.

Gautam Mantena, Ozlem Kalinli, Ossama Abdel-Hamid, Don McAllaster

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Parametric Cepstral Mean Normalization for Robust Speech Recognition.

Ozlem Kalinli, Gautam Bhattacharya, Chao Weng

Proceedings of the IEEE International Conference on Acoustics, 2019

2016

Analysis of Multi-Lingual Emotion Recognition Using Auditory Attention Features.

Ozlem Kalinli

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Emotion clustering based on probabilistic linear discriminant analysis.

Mahnoosh Mehrabani, Ozlem Kalinli, Ruxin Chen

Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

2013

Combination of auditory attention features with phone posteriors for better automatic phoneme segmentation.

Ozlem Kalinli

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

Automatic Phoneme Segmentation Using Auditory Attention Features.

Ozlem Kalinli

Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

2011

Syllable Segmentation of Continuous Speech Using Auditory Attention Cues.

Ozlem Kalinli

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Tone and pitch accent classification using auditory attention cues.

Ozlem Kalinli

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

Noise Adaptive Training for Robust Automatic Speech Recognition.

Ozlem Kalinli, Michael L. Seltzer, Jasha Droppo, Alex Acero

IEEE Trans. Speech Audio Process., 2010

2009

Prominence Detection Using Auditory Attention Cues and Task-Dependent High Level Information.

Ozlem Kalinli, Shrikanth S. Narayanan

IEEE Trans. Speech Audio Process., 2009

Saliency-driven unstructured acoustic scene classification using latent perceptual indexing.

Ozlem Kalinli, Shiva Sundaram, Shrikanth S. Narayanan

Proceedings of the 2009 IEEE International Workshop on Multimedia Signal Processing, 2009

Continuous speech recognition using attention shift decoding with soft decision.

Ozlem Kalinli, Shrikanth S. Narayanan

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

Noise adaptive training using a vector taylor series approach for noise robust automatic speech recognition.

Ozlem Kalinli, Michael L. Seltzer, Alex Acero

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Combining task-dependent information with auditory attention cues for prominence detection in speech.

Ozlem Kalinli, Shrikanth S. Narayanan

Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

A top-down auditory attention model for learning task dependent influences on prominence detection in speech.

Ozlem Kalinli, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

A saliency-based auditory attention model with applications to unsupervised prominent syllable detection in speech.

Ozlem Kalinli, Shrikanth S. Narayanan

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Early auditory processing inspired features for robust automatic speech recognition.

Ozlem Kalinli, Shrikanth S. Narayanan

Proceedings of the 15th European Signal Processing Conference, 2007