Early auditory processing inspired features for robust automatic speech recognition. - Ozlem Kalinli; Shrikanth S. Narayanan (EUSIPCO, 2007)

A saliency-based auditory attention model with applications to unsupervised prominent syllable detection in speech. - Ozlem Kalinli; Shrikanth S. Narayanan (INTERSPEECH, 2007)

A top-down auditory attention model for learning task dependent influences on prominence detection in speech. - Ozlem Kalinli; Shrikanth S. Narayanan (ICASSP, 2008)

Combining task-dependent information with auditory attention cues for prominence detection in speech. - Ozlem Kalinli; Shrikanth S. Narayanan (INTERSPEECH, 2008)

Noise adaptive training using a vector taylor series approach for noise robust automatic speech recognition. - Ozlem Kalinli; Michael L. Seltzer; Alex Acero (ICASSP, 2009)

Continuous speech recognition using attention shift decoding with soft decision. - Ozlem Kalinli; Shrikanth S. Narayanan (INTERSPEECH, 2009)

Saliency-driven unstructured acoustic scene classification using latent perceptual indexing. - Ozlem Kalinli; Shiva Sundaram; Shrikanth S. Narayanan (MMSP, 2009)

Prominence Detection Using Auditory Attention Cues and Task-Dependent High Level Information. - Ozlem Kalinli; Shrikanth S. Narayanan (IEEE Trans. Speech Audio Process., 2009)

Noise Adaptive Training for Robust Automatic Speech Recognition. - Ozlem Kalinli; Michael L. Seltzer; Jasha Droppo; Alex Acero (IEEE Trans. Speech Audio Process., 2010)

Tone and pitch accent classification using auditory attention cues. - Ozlem Kalinli (ICASSP, 2011)

Syllable Segmentation of Continuous Speech Using Auditory Attention Cues. - Ozlem Kalinli (INTERSPEECH, 2011)

Automatic Phoneme Segmentation Using Auditory Attention Features. - Ozlem Kalinli (INTERSPEECH, 2012)

Combination of auditory attention features with phone posteriors for better automatic phoneme segmentation. - Ozlem Kalinli (INTERSPEECH, 2013)

Emotion clustering based on probabilistic linear discriminant analysis. - Mahnoosh Mehrabani; Ozlem Kalinli; Ruxin Chen (INTERSPEECH, 2015)

Analysis of Multi-Lingual Emotion Recognition Using Auditory Attention Features. - Ozlem Kalinli (INTERSPEECH, 2016)

Parametric Cepstral Mean Normalization for Robust Speech Recognition. - Ozlem Kalinli; Gautam Bhattacharya; Chao Weng (ICASSP, 2019)

Bandwidth Embeddings for Mixed-Bandwidth Speech Recognition. - Gautam Mantena; Ozlem Kalinli; Ossama Abdel-Hamid; Don McAllaster (INTERSPEECH, 2019)

SapAugment: Learning A Sample Adaptive Policy for Data Augmentation. - Ting-Yao Hu; Ashish Shrivastava 001; Jen-Hao Rick Chang; Hema Koppula; Stefan Braun; Kyuyeon Hwang; Ozlem Kalinli; Oncel Tuzel (ICASSP, 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 (Interspeech, 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 (Interspeech, 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 (Interspeech, 2021)

Collaborative Training of Acoustic Encoders for Speech Recognition. - Varun Nagaraja; Yangyang Shi; Ganesh Venkatesh; Ozlem Kalinli; Michael L. Seltzer; Vikas Chandra (Interspeech, 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 (Interspeech, 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 (Interspeech, 2021)

Transformer-Based Acoustic Modeling for Streaming Speech Synthesis. - Chunyang Wu; Zhiping Xiu; Yangyang Shi; Ozlem Kalinli; Christian Fuegen; Thilo Köhler; Qing He (Interspeech, 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)

Noisy Training Improves E2E ASR for the Edge. - Dilin Wang; Yuan Shangguan; Haichuan Yang; Pierce Chuang; Jiatong Zhou; Meng Li 004; Ganesh Venkatesh; Ozlem Kalinli; Vikas Chandra (CoRR, 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)

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. - Suyoun Kim; Ke Li 023; Lucas Kabela; Ron Huang; Jiedan Zhu; Ozlem Kalinli; Duc Le (EMNLP (Findings), 2022)

Neural-FST Class Language Model for End-to-End Speech Recognition. - Antoine Bruguier; Duc Le; Rohit Prabhavalkar; Dangna Li; Zhe Liu 011; Bo Wang; Eun Chang; Fuchun Peng; Ozlem Kalinli; Michael L. Seltzer (ICASSP, 2022)

Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution. - Yangyang Shi; Chunyang Wu; Dilin Wang; Alex Xiao; Jay Mahadeokar; Xiaohui Zhang 007; Chunxi Liu; Ke Li 023; Yuan Shangguan; Varun Nagaraja; Ozlem Kalinli; Mike Seltzer (ICASSP, 2022)

Omni-Sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR Via Supernet. - Haichuan Yang; Yuan Shangguan; Dilin Wang; Meng Li 004; Pierce Chuang; Xiaohui Zhang 007; Ganesh Venkatesh; Ozlem Kalinli; Vikas Chandra (ICASSP, 2022)

Federated Domain Adaptation for ASR with Full Self-Supervision. - Junteng Jia; Jay Mahadeokar; Weiyi Zheng; Yuan Shangguan; Ozlem Kalinli; Frank Seide (INTERSPEECH, 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 (INTERSPEECH, 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 (INTERSPEECH, 2022)

Streaming parallel transducer beam search with fast slow cascaded encoders. - Jay Mahadeokar; Yangyang Shi; Ke Li 023; Duc Le; Jiedan Zhu; Vikas Chandra; Ozlem Kalinli; Michael L. Seltzer (INTERSPEECH, 2022)

Scaling ASR Improves Zero and Few Shot Learning. - Weiyi Zheng; Alex Xiao; Gil Keren; Duc Le; Frank Zhang 001; Christian Fuegen; Ozlem Kalinli; Yatharth Saraf; Abdelrahman Mohamed (INTERSPEECH, 2022)

Learning a Dual-Mode Speech Recognition Model VIA Self-Pruning. - Chunxi Liu; Yuan Shangguan; Haichuan Yang; Yangyang Shi; Raghuraman Krishnamoorthi; Ozlem Kalinli (SLT, 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)

Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition. - Suyoun Kim; Ke Li 023; Lucas Kabela; Rongqing Huang; Jiedan Zhu; Ozlem Kalinli; Duc Le (CoRR, 2022)

Joint Federated Learning and Personalization for on-Device ASR. - Junteng Jia; Ke Li 023; Mani Malek 001; Kshitiz Malik; Jay Mahadeokar; Ozlem Kalinli; Frank Seide (ASRU, 2023)

Factorized Blank Thresholding for Improved Runtime Efficiency of Neural Transducers. - Duc Le; Frank Seide; Yuhao Wang; Yang Li 183; Kjell Schubert; Ozlem Kalinli; Michael L. Seltzer (ICASSP, 2023)

Improving fast-slow Encoder based Transducer with Streaming Deliberation. - Ke Li 023; Jay Mahadeokar; Jinxi Guo; Yangyang Shi; Gil Keren; Ozlem Kalinli; Michael L. Seltzer; Duc Le (ICASSP, 2023)

Anchored Speech Recognition with Neural Transducers. - Desh Raj; Junteng Jia; Jay Mahadeokar; Chunyang Wu; Niko Moritz; Xiaohui Zhang 007; Ozlem Kalinli (ICASSP, 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 (ICASSP, 2023)

Learning ASR Pathways: A Sparse Multilingual ASR Model. - Mu Yang; Andros Tjandra; Chunxi Liu; David Zhang; Duc Le; Ozlem Kalinli (ICASSP, 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 (INTERSPEECH, 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 (INTERSPEECH, 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)

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)

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)

Forgetting Private Textual Sequences in Language Models Via Leave-One-Out Ensemble. - Zhe Liu 011; Ozlem Kalinli (ICASSP, 2024)

Prompting Large Language Models with Speech Recognition Abilities. - Yassir Fathullah; Chunyang Wu; Egor Lakomkin; Junteng Jia; Yuan Shangguan; Ke Li 023; Jinxi Guo; Wenhan Xiong; Jay Mahadeokar; Ozlem Kalinli; Christian Fuegen; Mike Seltzer (ICASSP, 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 (ICASSP, 2024)

End-to-End Speech Recognition Contextualization with Large Language Models. - Egor Lakomkin; Chunyang Wu; Yassir Fathullah; Ozlem Kalinli; Michael L. Seltzer; Christian Fuegen (ICASSP, 2024)

Correction Focused Language Model Training For Speech Recognition. - Yingyi Ma; Zhe Liu 011; Ozlem Kalinli (ICASSP, 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; et al. (ICASSP, 2024)

Contextual Biasing of Named-Entities with Large Language Models. - Chuanneng Sun; Zeeshan Ahmed; Yingyi Ma; Zhe Liu 011; Lucas Kabela; Yutong Pang; Ozlem Kalinli (ICASSP, 2024)

Recovering from Privacy-Preserving Masking with Large Language Models. - Arpita Vats; Zhe Liu 011; Peng Su; Debjyoti Paul; Yingyi Ma; Yutong Pang; Zeeshan Ahmed; Ozlem Kalinli (ICASSP, 2024)

Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of a Multilingual ASR Model. - Jiamin Xie; Ke Li 023; Jinxi Guo; Andros Tjandra; Yuan Shangguan; Leda Sari; Chunyang Wu; Junteng Jia; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2024)

Evaluating Speech Recognition Performance Towards Large Language Model Based Voice Assistants. - Zhe Liu 011; Suyoun Kim; Ozlem Kalinli (INTERSPEECH, 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 (INTERSPEECH, 2024)

AudioChatLlama: Towards General-Purpose Speech Abilities for LLMs. - Yassir Fathullah; Chunyang Wu; Egor Lakomkin; Ke Li 023; Junteng Jia; Yuan Shangguan; Jay Mahadeokar; Ozlem Kalinli; Christian Fuegen; Mike Seltzer (NAACL-HLT, 2024)

Token-Weighted RNN-T For Learning From Flawed Data. - Gil Keren; Wei Zhou; Ozlem Kalinli (SLT, 2024)

Effective Text Adaptation For LLM-Based ASR Through Soft Prompt Fine-Tuning. - Yingyi Ma; Zhe Liu 011; Ozlem Kalinli (SLT, 2024)

Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech. - Wonjune Kang; Junteng Jia; Chunyang Wu; Wei Zhou; Egor Lakomkin; Yashesh Gaur; Leda Sari; Suyoun Kim; Ke Li 023; Jay Mahadeokar; Ozlem Kalinli (CoRR, 2024)

Transducer-Llama: Integrating LLMs into Streamable Transducer-based Speech Recognition. - Keqi Deng; Jinxi Guo; Yingyi Ma; Niko Moritz; Philip C. Woodland; Ozlem Kalinli; Mike Seltzer (ICASSP, 2025)

Efficient Streaming LLM for Speech Recognition. - Junteng Jia; Gil Keren; Wei Zhou; Egor Lakomkin; Xiaohui Zhang 007; Chunyang Wu; Frank Seide; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)

Faster Speech-LLaMA Inference with Multi-token Prediction. - Desh Raj; Gil Keren; Junteng Jia; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)

Speech-N-LlaMA: Improving Speech LLMs with Multi-Pass Training. - Amit Kumar Singh Yadav; Gil Keren; Desh Raj; Wei Zhou; Junteng Jia; Ke Li 018; Ying Xu; Chunyang Wu; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)

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 (ICASSP, 2025)

CJST: CTC Compressor based Joint Speech and Text Training for Decoder-Only ASR. - Wei Zhou; Junteng Jia; Leda Sari; Jay Mahadeokar; Ozlem Kalinli (ICASSP, 2025)