Ozlem Kalinli

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 78

Top Topics

Speech Recognition

Linear Discriminant

Top Venues

Publications

Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Effective internal language model training and fusion for factorized transducer model. CoRR (2024)
Yingyi Ma, Zhe Liu, Ozlem Kalinli
Correction Focused Language Model Training For Speech Recognition. ICASSP (2024)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Ke Li, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs. NAACL-HLT (2024)
Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen
End-to-End Speech Recognition Contextualization with Large Language Models. ICASSP (2024)
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
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-Device ASR Models. ICASSP (2024)
Zhe Liu, Ozlem Kalinli
Forgetting Private Textual Sequences in Language Models Via Leave-One-Out Ensemble. ICASSP (2024)
Jinxi Guo, Niko Moritz, Yingyi Ma, Frank Seide, Chunyang Wu, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Effective Internal Language Model Training and Fusion for Factorized Transducer Model. ICASSP (2024)
Chuanneng Sun, Zeeshan Ahmed, Yingyi Ma, Zhe Liu, Lucas Kabela, Yutong Pang, Ozlem Kalinli
Contextual Biasing of Named-Entities with Large Language Models. ICASSP (2024)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Prompting Large Language Models with Speech Recognition Abilities. ICASSP (2024)
Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model. ICASSP (2024)
Arpita Vats, Zhe Liu, Peng Su, Debjyoti Paul, Yingyi Ma, Yutong Pang, Zeeshan Ahmed, Ozlem Kalinli
Recovering from Privacy-Preserving Masking with Large Language Models. ICASSP (2024)
Gil Keren, Wei Zhou, Ozlem Kalinli
Token-Weighted RNN-T for Learning from Flawed Data. CoRR (2024)
Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales
Multi-Head State Space Model for Speech Recognition. INTERSPEECH (2023)
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
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models. CoRR (2023)
Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding. CoRR (2023)
Jiamin Xie, Ke Li, Jinxi Guo, Andros Tjandra, Yuan Shangguan, Leda Sari, Chunyang Wu, Junteng Jia, Jay Mahadeokar, Ozlem Kalinli
Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model. CoRR (2023)
Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, Ozlem Kalinli
Learning ASR Pathways: A Sparse Multilingual ASR Model. ICASSP (2023)
Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities. ICASSP (2023)
Zhe Liu, Ozlem Kalinli
Forgetting Private Textual Sequences in Language Models via Leave-One-Out Ensemble. CoRR (2023)
Suyoun Kim, Akshat Shrivastava, Duc Le, Ju Lin, Ozlem Kalinli, Michael L. Seltzer
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding. INTERSPEECH (2023)
Egor Lakomkin, Chunyang Wu, Yassir Fathullah, Ozlem Kalinli, Michael L. Seltzer, Christian Fuegen
End-to-End Speech Recognition Contextualization with Large Language Models. CoRR (2023)
Yassir Fathullah, Chunyang Wu, Yuan Shangguan, Junteng Jia, Wenhan Xiong, Jay Mahadeokar, Chunxi Liu, Yangyang Shi, Ozlem Kalinli, Mike Seltzer, Mark J. F. Gales
Multi-Head State Space Model for Speech Recognition. CoRR (2023)
Shuo Liu, Leda Sari, Chunyang Wu, Gil Keren, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli
Towards Selection of Text-to-speech Data to Augment ASR Training. CoRR (2023)
Junteng Jia, Ke Li, Mani Malek, Kshitiz Malik, Jay Mahadeokar, Ozlem Kalinli, Frank Seide
Joint Federated Learning and Personalization for on-Device ASR. ASRU (2023)
Arpita Vats, Zhe Liu, Peng Su, Debjyoti Paul, Yingyi Ma, Yutong Pang, Zeeshan Ahmed, Ozlem Kalinli
Recovering from Privacy-Preserving Masking with Large Language Models. CoRR (2023)
Ke Li, Jay Mahadeokar, Jinxi Guo, Yangyang Shi, Gil Keren, Ozlem Kalinli, Michael L. Seltzer, Duc Le
Improving fast-slow Encoder based Transducer with Streaming Deliberation. ICASSP (2023)
Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. ICASSP (2023)
Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli
Anchored Speech Recognition with Neural Transducers. ICASSP (2023)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Ke Li, Jinxi Guo, Wenhan Xiong, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Prompting Large Language Models with Speech Recognition Abilities. CoRR (2023)
Yingyi Ma, Zhe Liu, Ozlem Kalinli
Correction Focused Language Model Training for Speech Recognition. CoRR (2023)
Yassir Fathullah, Chunyang Wu, Egor Lakomkin, Junteng Jia, Yuan Shangguan, Jay Mahadeokar, Ozlem Kalinli, Christian Fuegen, Mike Seltzer
Towards General-Purpose Speech Abilities for Large Language Models Using Unpaired Data. CoRR (2023)
Roshan Sharma, Suyoun Kim, Daniel Lazar, Trang Le, Akshat Shrivastava, Kwanghoon Ahn, Piyush Kansal, Leda Sari, Ozlem Kalinli, Michael L. Seltzer
Augmenting text for spoken language understanding with Large Language Models. CoRR (2023)
Chuanneng Sun, Zeeshan Ahmed, Yingyi Ma, Zhe Liu, Lucas Kabela, Yutong Pang, Ozlem Kalinli
Contextual Biasing of Named-Entities with Large Language Models. CoRR (2023)
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet. ICASSP (2022)
Suyoun Kim, Ke Li, Lucas Kabela, Ron Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. EMNLP (Findings) (2022)
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer
Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution. ICASSP (2022)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. INTERSPEECH (2022)
Duc Le, Frank Seide, Yuhao Wang, Yang Li, Kjell Schubert, Ozlem Kalinli, Michael L. Seltzer
Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. CoRR (2022)
Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer
Neural-FST Class Language Model for End-to-End Speech Recognition. CoRR (2022)
Antoine Bruguier, Duc Le, Rohit Prabhavalkar, Dangna Li, Zhe Liu, Bo Wang, Eun Chang, Fuchun Peng, Ozlem Kalinli, Michael L. Seltzer
Neural-FST Class Language Model for End-to-End Speech Recognition. ICASSP (2022)
Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide
Federated Domain Adaptation for ASR with Full Self-Supervision. CoRR (2022)
Junteng Jia, Jay Mahadeokar, Weiyi Zheng, Yuan Shangguan, Ozlem Kalinli, Frank Seide
Federated Domain Adaptation for ASR with Full Self-Supervision. INTERSPEECH (2022)
Suyoun Kim, Ke Li, Lucas Kabela, Rongqing Huang, Jiedan Zhu, Ozlem Kalinli, Duc Le
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. CoRR (2022)
Duc Le, Akshat Shrivastava, Paden Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer
Deliberation Model for On-Device Spoken Language Understanding. CoRR (2022)
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
Learning a Dual-Mode Speech Recognition Model via Self-Pruning. CoRR (2022)
Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L. Seltzer
Streaming parallel transducer beam search with fast slow cascaded encoders. INTERSPEECH (2022)
Desh Raj, Junteng Jia, Jay Mahadeokar, Chunyang Wu, Niko Moritz, Xiaohui Zhang, Ozlem Kalinli
Anchored Speech Recognition with Neural Transducers. CoRR (2022)
Mu Yang, Andros Tjandra, Chunxi Liu, David Zhang, Duc Le, John H. L. Hansen, Ozlem Kalinli
Learning ASR pathways: A sparse multilingual ASR model. CoRR (2022)
Jay Mahadeokar, Yangyang Shi, Ke Li, Duc Le, Jiedan Zhu, Vikas Chandra, Ozlem Kalinli, Michael L. Seltzer
Streaming parallel transducer beam search with fast-slow cascaded encoders. CoRR (2022)
Duc Le, Akshat Shrivastava, Paden D. Tomasello, Suyoun Kim, Aleksandr Livshits, Ozlem Kalinli, Michael L. Seltzer
Deliberation Model for On-Device Spoken Language Understanding. INTERSPEECH (2022)
Andros Tjandra, Nayan Singhal, David Zhang, Ozlem Kalinli, Abdelrahman Mohamed, Duc Le, Michael L. Seltzer
Massively Multilingual ASR on 70 Languages: Tokenization, Architecture, and Generalization Capabilities. CoRR (2022)
Chunxi Liu, Yuan Shangguan, Haichuan Yang, Yangyang Shi, Raghuraman Krishnamoorthi, Ozlem Kalinli
Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning. SLT (2022)
Weiyi Zheng, Alex Xiao, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. INTERSPEECH (2022)
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Flexi-Transducer: Optimizing Latency, Accuracy and Compute for Multi-Domain On-Device Scenarios. Interspeech (2021)
Suyoun Kim, Duc Le, Weiyi Zheng, Tarun Singh, Abhinav Arora, Xiaoyu Zhai, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric. CoRR (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. Interspeech (2021)
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
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. Interspeech (2021)
Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh, Ozlem Kalinli, Michael L. Seltzer, Vikas Chandra
Collaborative Training of Acoustic Encoders for Speech Recognition. CoRR (2021)
Varun Nagaraja, Yangyang Shi, Ganesh Venkatesh, Ozlem Kalinli, Michael L. Seltzer, Vikas Chandra
Collaborative Training of Acoustic Encoders for Speech Recognition. Interspeech (2021)
Dawei Liang, Yangyang Shi, Yun Wang, Nayan Singhal, Alex Xiao, Jonathan Shaw, Edison Thomaz, Ozlem Kalinli, Mike Seltzer
Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study. CoRR (2021)
Haichuan Yang, Yuan Shangguan, Dilin Wang, Meng Li, Pierce Chuang, Xiaohui Zhang, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet. CoRR (2021)
Suyoun Kim, Abhinav Arora, Duc Le, Ching-Feng Yeh, Christian Fuegen, Ozlem Kalinli, Michael L. Seltzer
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding. CoRR (2021)
Chunyang Wu, Zhiping Xiu, Yangyang Shi, Ozlem Kalinli, Christian Fuegen, Thilo Köhler, Qing He
Transformer-Based Acoustic Modeling for Streaming Speech Synthesis. Interspeech (2021)
Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel
SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. ICASSP (2021)
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
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion. CoRR (2021)
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
Dynamic Encoder Transducer: A Flexible Solution for Trading Off Accuracy for Latency. Interspeech (2021)
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. Interspeech (2021)
Dilin Wang, Yuan Shangguan, Haichuan Yang, Pierce Chuang, Jiatong Zhou, Meng Li, Ganesh Venkatesh, Ozlem Kalinli, Vikas Chandra
Noisy Training Improves E2E ASR for the Edge. CoRR (2021)
Jay Mahadeokar, Yangyang Shi, Yuan Shangguan, Chunyang Wu, Alex Xiao, Hang Su, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Flexi-Transducer: Optimizing Latency, Accuracy and Compute forMulti-Domain On-Device Scenarios. CoRR (2021)
Alex Xiao, Weiyi Zheng, Gil Keren, Duc Le, Frank Zhang, Christian Fuegen, Ozlem Kalinli, Yatharth Saraf, Abdelrahman Mohamed
Scaling ASR Improves Zero and Few Shot Learning. CoRR (2021)
Yangyang Shi, Chunyang Wu, Dilin Wang, Alex Xiao, Jay Mahadeokar, Xiaohui Zhang, Chunxi Liu, Ke Li, Yuan Shangguan, Varun Nagaraja, Ozlem Kalinli, Mike Seltzer
Streaming Transformer Transducer Based Speech Recognition Using Non-Causal Convolution. CoRR (2021)
Yuan Shangguan, Rohit Prabhavalkar, Hang Su, Jay Mahadeokar, Yangyang Shi, Jiatong Zhou, Chunyang Wu, Duc Le, Ozlem Kalinli, Christian Fuegen, Michael L. Seltzer
Dissecting User-Perceived Latency of On-Device E2E Speech Recognition. CoRR (2021)
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
Dynamic Encoder Transducer: A Flexible Solution For Trading Off Accuracy For Latency. CoRR (2021)
Ting-Yao Hu, Ashish Shrivastava, Jen-Hao Rick Chang, Hema Koppula, Stefan Braun, Kyuyeon Hwang, Ozlem Kalinli, Oncel Tuzel
SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. CoRR (2020)
Gautam Mantena, Ozlem Kalinli, Ossama Abdel-Hamid, Don McAllaster
Bandwidth Embeddings for Mixed-bandwidth Speech Recognition. CoRR (2019)
Gautam Mantena, Ozlem Kalinli, Ossama Abdel-Hamid, Don McAllaster
Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition. INTERSPEECH (2019)
Ozlem Kalinli, Gautam Bhattacharya, Chao Weng
Parametric Cepstral Mean Normalization for Robust Speech Recognition. ICASSP (2019)
Ozlem Kalinli
Analysis of Multi-Lingual Emotion Recognition Using Auditory Attention Features. INTERSPEECH (2016)
Mahnoosh Mehrabani, Ozlem Kalinli, Ruxin Chen
Emotion clustering based on probabilistic linear discriminant analysis. INTERSPEECH (2015)
Ozlem Kalinli
Combination of auditory attention features with phone posteriors for better automatic phoneme segmentation. INTERSPEECH (2013)
Ozlem Kalinli
Automatic Phoneme Segmentation Using Auditory Attention Features. INTERSPEECH (2012)
Ozlem Kalinli
Syllable Segmentation of Continuous Speech Using Auditory Attention Cues. INTERSPEECH (2011)
Ozlem Kalinli
Tone and pitch accent classification using auditory attention cues. ICASSP (2011)
Ozlem Kalinli, Michael L. Seltzer, Jasha Droppo, Alex Acero
Noise Adaptive Training for Robust Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 18 (8) (2010)
Ozlem Kalinli, Shiva Sundaram, Shrikanth S. Narayanan
Saliency-driven unstructured acoustic scene classification using latent perceptual indexing. MMSP (2009)
Ozlem Kalinli, Michael L. Seltzer, Alex Acero
Noise adaptive training using a vector taylor series approach for noise robust automatic speech recognition. ICASSP (2009)
Ozlem Kalinli, Shrikanth S. Narayanan
Continuous speech recognition using attention shift decoding with soft decision. INTERSPEECH (2009)
Ozlem Kalinli, Shrikanth S. Narayanan
Prominence Detection Using Auditory Attention Cues and Task-Dependent High Level Information. IEEE Trans. Speech Audio Process. 17 (5) (2009)
Ozlem Kalinli, Shrikanth S. Narayanan
Combining task-dependent information with auditory attention cues for prominence detection in speech. INTERSPEECH (2008)
Ozlem Kalinli, Shrikanth S. Narayanan
A top-down auditory attention model for learning task dependent influences on prominence detection in speech. ICASSP (2008)
Ozlem Kalinli, Shrikanth S. Narayanan
Early auditory processing inspired features for robust automatic speech recognition. EUSIPCO (2007)
Ozlem Kalinli, Shrikanth S. Narayanan
A saliency-based auditory attention model with applications to unsupervised prominent syllable detection in speech. INTERSPEECH (2007)