Sudden noise source localization system for intelligent automobile application with acoustic sensors. - Suwon Shon; Eric Kim; Jongsung Yoon; Hanseok Ko (ICCE, 2012)

Full Azimuth Multiple Sound Source Localization with 3-Channel Microphone Array. - Suwon Shon; David K. Han; Jounghoon Beh; Hanseok Ko (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2012)

Abnormal acoustic event localization based on selective frequency bin in high noise environment for audio surveillance. - Suwon Shon; David K. Han; Hanseok Ko (AVSS, 2013)

Generalized cross-correlation based noise robust abnormal acoustic event localization utilizing non-negative matrix factorization. - Sungkyu Moon; Suwon Shon; Wooil Kim; David K. Han (AVSS, 2014)

Maximum likelihood Linear Dimension Reduction of heteroscedastic feature for robust Speaker Recognition. - Suwon Shon; Seongkyu Mun; David K. Han; Hanseok Ko (AVSS, 2015)

Robust speaker direction estimation with microphone array using NMF for smart TV interaction. - Seongkyu Mun; Suwon Shon; Wooil Kim; Hanseok Ko (ICCE, 2015)

Deep Neural Network Bottleneck Features for Acoustic Event Recognition. - Seongkyu Mun; Suwon Shon; Wooil Kim; Hanseok Ko (INTERSPEECH, 2016)

KU-ISPL TRECVID 2016 Multimedia Event Detection System. - Seong Jae Lee; Daehun Kim; Suwon Shon; Seongkyu Mun; Minkyu Shin; Youngseng Chen; Sejong Hyung; Mohammed Harris; Hanseok Ko (TRECVID, 2016)

KU-ISPL Language Recognition System for NIST 2015 i-Vector Machine Learning Challenge. - Suwon Shon; Seongkyu Mun; John H. L. Hansen; Hanseok Ko (CoRR, 2016)

Non-negative matrix factorization-based subband decomposition for acoustic source localization. - Suwon Shon; Seongkyu Mun; David K. Han; Hanseok Ko (CoRR, 2016)

MIT-QCRI Arabic dialect identification system for the 2017 multi-genre broadcast challenge. - Suwon Shon; Ahmed Ali 002; James R. Glass (ASRU, 2017)

Deep Neural Network based learning and transferring mid-level audio features for acoustic scene classification. - Seongkyu Mun; Suwon Shon; Wooil Kim; David K. Han; Hanseok Ko (ICASSP, 2017)

Recursive Whitening Transformation for Speaker Recognition on Language Mismatched Condition. - Suwon Shon; Seongkyu Mun; Hanseok Ko (INTERSPEECH, 2017)

Autoencoder Based Domain Adaptation for Speaker Recognition Under Insufficient Channel Information. - Suwon Shon; Seongkyu Mun; Wooil Kim; Hanseok Ko (INTERSPEECH, 2017)

KU-ISPL Speaker Recognition Systems under Language mismatch condition for NIST 2016 Speaker Recognition Evaluation. - Suwon Shon; Hanseok Ko (CoRR, 2017)

A Novel Discriminative Feature Extraction for Acoustic Scene Classification Using RNN Based Source Separation. - Seongkyu Mun; Suwon Shon; Wooil Kim; David K. Han; Hanseok Ko (IEICE Trans. Inf. Syst., 2017)

DNN Transfer Learning Based Non-Linear Feature Extraction for Acoustic Event Classification. - Seongkyu Mun; Minkyu Shin; Suwon Shon; Wooil Kim; David K. Han; Hanseok Ko (IEICE Trans. Inf. Syst., 2017)

Exploiting Convolutional Neural Networks for Phonotactic Based Dialect Identification. - Maryam Najafian; Sameer Khurana; Suwon Shon; Ahmed Ali 002; James R. Glass (ICASSP, 2018)

Convolutional Neural Network and Language Embeddings for End-to-End Dialect Recognition. - Suwon Shon; Ahmed Ali 002; James R. Glass (Odyssey, 2018)

Unsupervised Representation Learning of Speech for Dialect Identification. - Suwon Shon; Wei-Ning Hsu; James R. Glass (SLT, 2018)

Frame-Level Speaker Embeddings for Text-Independent Speaker Recognition and Analysis of End-to-End Model. - Suwon Shon; Hao Tang 002; James R. Glass (SLT, 2018)

Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign. - Marcos Zampieri; Shervin Malmasi; Preslav Nakov; Ahmed Ali 002; Suwon Shon; James R. Glass; Yves Scherrer; Tanja Samardzic; Nikola Ljubesic; Jörg Tiedemann; Chris van der Lee; Stefan Grondelaers; et al. (VarDial@COLING 2018, 2018)

Convolutional Neural Networks and Language Embeddings for End-to-End Dialect Recognition. - Suwon Shon; Ahmed Ali 002; James R. Glass (CoRR, 2018)

MCE 2018: The 1st Multi-target Speaker Detection and Identification Challenge Evaluation (MCE) Plan, Dataset and Baseline System. - Suwon Shon; Najim Dehak; Douglas A. Reynolds; James R. Glass (CoRR, 2018)

The MGB-5 Challenge: Recognition and Dialect Identification of Dialectal Arabic Speech. - Ahmed Ali 002; Suwon Shon; Younes Samih; Hamdy Mubarak; Ahmed Abdelali; James R. Glass; Steve Renals; Khalid Choukri (ASRU, 2019)

Domain Mismatch Robust Acoustic Scene Classification Using Channel Information Conversion. - Seongkyu Mun; Suwon Shon (ICASSP, 2019)

Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain. - Suwon Shon; Ahmed Ali 002; James R. Glass (ICASSP, 2019)

Noise-tolerant Audio-visual Online Person Verification Using an Attention-based Neural Network Fusion. - Suwon Shon; Tae-Hyun Oh; James R. Glass (ICASSP, 2019)

MCE 2018: The 1st Multi-Target Speaker Detection and Identification Challenge Evaluation. - Suwon Shon; Najim Dehak; Douglas A. Reynolds; James R. Glass (INTERSPEECH, 2019)

Large-Scale Speaker Retrieval on Random Speaker Variability Subspace. - Suwon Shon; Younggun Lee; Taesu Kim (INTERSPEECH, 2019)

VoiceID Loss: Speech Enhancement for Speaker Verification. - Suwon Shon; Hao Tang 002; James R. Glass (INTERSPEECH, 2019)

State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18. - Jesús Villalba 001; Nanxin Chen; David Snyder; Daniel Garcia-Romero; Alan McCree; Gregory Sell; Jonas Borgstrom; Fred Richardson; Suwon Shon; François Grondin; Réda Dehak; Leibny Paola García-Perera; et al. (INTERSPEECH, 2019)

Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification. - Achintya Kumar Sarkar; Zheng-Hua Tan; Hao Tang 002; Suwon Shon; James R. Glass (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

ADI17: A Fine-Grained Arabic Dialect Identification Dataset. - Suwon Shon; Ahmed Ali 002; Younes Samih; Hamdy Mubarak; James R. Glass (ICASSP, 2020)

What Does an End-to-End Dialect Identification Model Learn About Non-Dialectal Information? - Shammur A. Chowdhury; Ahmed Ali 002; Suwon Shon; James R. Glass (INTERSPEECH, 2020)

Multimodal Association for Speaker Verification. - Suwon Shon; James R. Glass (INTERSPEECH, 2020)

Leveraging Pre-Trained Language Model for Speech Sentiment Analysis. - Suwon Shon; Pablo Brusco; Jing Pan; Kyu Jeong Han; Shinji Watanabe 001 (Interspeech, 2021)

SLUE: New Benchmark Tasks For Spoken Language Understanding Evaluation on Natural Speech. - Suwon Shon; Ankita Pasad; Felix Wu; Pablo Brusco; Yoav Artzi; Karen Livescu; Kyu Jeong Han (ICASSP, 2022)

On the Use of External Data for Spoken Named Entity Recognition. - Ankita Pasad; Felix Wu; Suwon Shon; Karen Livescu; Kyu Jeong Han (NAACL-HLT, 2022)

SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks. - Suwon Shon; Siddhant Arora; Chyi-Jiunn Lin; Ankita Pasad; Felix Wu; Roshan S. Sharma; Wei-Lun Wu; Hung-yi Lee; Karen Livescu; Shinji Watanabe 001 (ACL (1), 2023)

Context-Aware Fine-Tuning of Self-Supervised Speech Models. - Suwon Shon; Felix Wu; Kwangyoun Kim; Prashant Sridhar; Karen Livescu; Shinji Watanabe 001 (ICASSP, 2023)

A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks. - Yifan Peng 003; Kwangyoun Kim; Felix Wu; Brian Yan; Siddhant Arora; William Chen; Jiyang Tang; Suwon Shon; Prashant Sridhar; Shinji Watanabe 001 (INTERSPEECH, 2023)

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? - Roshan Sharma 001; Suwon Shon; Mark Lindsey; Hira Dhamyal; Bhiksha Raj (ACL (1), 2024)

On the Evaluation of Speech Foundation Models for Spoken Language Understanding. - Siddhant Arora; Ankita Pasad; Chung-Ming Chien; Jionghao Han; Roshan S. Sharma; Jee-weon Jung; Hira Dhamyal; William Chen; Suwon Shon; Hung-yi Lee; Karen Livescu; Shinji Watanabe 001 (ACL (Findings), 2024)

Generative Context-Aware Fine-Tuning of Self-Supervised Speech Models. - Suwon Shon; Kwangyoun Kim; Prashant Sridhar; Yi-Te Hsu; Shinji Watanabe 001; Karen Livescu (ICASSP, 2024)

Improving ASR Contextual Biasing with Guided Attention. - Jiyang Tang; Kwangyoun Kim; Suwon Shon; Felix Wu; Prashant Sridhar (ICASSP, 2024)

Convolution-Augmented Parameter-Efficient Fine-Tuning for Speech Recognition. - Kwangyoun Kim; Suwon Shon; Yi-Te Hsu; Prashant Sridhar; Karen Livescu; Shinji Watanabe 001 (INTERSPEECH, 2024)

DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding. - Suwon Shon; Kwangyoun Kim; Yi-Te Hsu; Prashant Sridhar; Shinji Watanabe 001; Karen Livescu (INTERSPEECH, 2024)

Improving ASR Contextual Biasing with Guided Attention. - Jiyang Tang; Kwangyoun Kim; Suwon Shon; Felix Wu; Prashant Sridhar; Shinji Watanabe 001 (CoRR, 2024)

Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? - Roshan S. Sharma; Suwon Shon; Mark Lindsey; Hira Dhamyal; Rita Singh; Bhiksha Raj (CoRR, 2024)

Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks. - Chien-yu Huang; Wei-Chih Chen; Shu-Wen Yang; Andy T. Liu; Chen-An Li; Yu-Xiang Lin; Wei-Cheng Tseng; Anuj Diwan; Yi-Jen Shih; Jiatong Shi; William Chen; Xuanjun Chen; et al. (CoRR, 2024)