Visual Attention for Musical Instrument Recognition. - Karn Watcharasupat; Siddharth Gururani; Alexander Lerch 001 (CoRR, 2020)

A Strongly-Labelled Polyphonic Dataset of Urban Sounds with Spatiotemporal Context. - Kenneth Ooi; Karn N. Watcharasupat; Santi Peksi; Furi Andi Karnapi; Zhen-Ting Ong; Danny Chua; Hui-Wen Leow; Li-Long Kwok; Xin-Lei Ng; Zhen-Ann Loh; Woon-Seng Gan (APSIPA ASC, 2021)

What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis. - Thi Ngoc Tho Nguyen; Karn N. Watcharasupat; Zhen Jian Lee; Ngoc Khanh Nguyen 003; Douglas L. Jones; Woon-Seng Gan (DCASE, 2021)

Directional Sparse Filtering Using Weighted Lehmer Mean for Blind Separation of Unbalanced Speech Mixtures. - Karn Watcharasupat; Anh H. T. Nguyen; Ching-Hui Ooi; Andy W. H. Khong (ICASSP, 2021)

DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection. - Thi Ngoc Tho Nguyen; Karn Watcharasupat; Ngoc Khanh Nguyen 003; Douglas L. Jones; Woon-Seng Gan (CoRR, 2021)

Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning. - Karn N. Watcharasupat; Thi Ngoc Tho Nguyen; Ngoc Khanh Nguyen 003; Zhen Jian Lee; Douglas L. Jones; Woon-Seng Gan (CoRR, 2021)

Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes. - Karn N. Watcharasupat; Alexander Lerch 001 (CoRR, 2021)

AVASpeech-SMAD: A Strongly Labelled Speech and Music Activity Detection Dataset with Label Co-Occurrence. - Yun-Ning Hung; Karn N. Watcharasupat; Chih-Wei Wu; Iroro Orife; Kelian Li; Pavan Seshadri; Junyoung Lee (CoRR, 2021)

SINGA:PURA (SINGApore: Polyphonic URban Audio). - Kenneth Ooi; Karn N. Watcharasupat; Santi Peksi; Furi Andi Karnapi; Zhen-Ting Ong; Danny Chua; Hui-Wen Leow; Li-Long Kwok; Xin-Lei Ng; Zhen-Ann Loh; Woon-Seng Gan (Zenodo, 2021)

SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. - Thi Ngoc Tho Nguyen; Douglas L. Jones; Karn N. Watcharasupat; Huy Phan; Woon-Seng Gan (ICASSP, 2022)

Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation. - Kenneth Ooi; Karn N. Watcharasupat; Bhan Lam; Zhen-Ting Ong; Woon-Seng Gan (ICASSP, 2022)

End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression. - Karn N. Watcharasupat; Thi Ngoc Tho Nguyen; Woon-Seng Gan; Shengkui Zhao; Bin Ma 001 (ICASSP, 2022)

FRCRN: Boosting Feature Representation Using Frequency Recurrence for Monaural Speech Enhancement. - Shengkui Zhao; Bin Ma 001; Karn N. Watcharasupat; Woon-Seng Gan (ICASSP, 2022)

Quantitative Evaluation Approach for Translation of Perceptual Soundscape Attributes: Initial Application to the Thai Language. - Karn N. Watcharasupat; Sureenate Jaratjarungkiat; Bhan Lam; Sujinat Jitwiriyanont; Kanyanut Akaratham; Kenneth Ooi; Zhen-Ting Ong; Titima Suthiwan; Nitipong Pichetpan; Monthita Rojtinnakorn; Woon-Seng Gan (CoRR, 2022)

Deployment of an IoT System for Adaptive In-Situ Soundscape Augmentation. - Trevor Wong; Karn N. Watcharasupat; Bhan Lam; Kenneth Ooi; Zhen-Ting Ong; Furi Andi Karnapi; Woon-Seng Gan (CoRR, 2022)

Preliminary assessment of a cost-effective headphone calibration procedure for soundscape evaluations. - Bhan Lam; Kenneth Ooi; Karn N. Watcharasupat; Zhen-Ting Ong; Yun-Ting Lau; Trevor Wong; Woon-Seng Gan (CoRR, 2022)

Crossing the Linguistic Causeway: A Binational Approach for Translating Soundscape Attributes to Bahasa Melayu. - Bhan Lam; Julia Chieng; Karn N. Watcharasupat; Kenneth Ooi; Zhen-Ting Ong; Joo Young Hong; Woon-Seng Gan (CoRR, 2022)

Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering. - Kenneth Ooi; Bhan Lam; Joo Young Hong; Karn N. Watcharasupat; Zhen-Ting Ong; Woon-Seng Gan (CoRR, 2022)

Assessment of a cost-effective headphone calibration procedure for soundscape evaluations. - Bhan Lam; Kenneth Ooi; Zhen-Ting Ong; Karn N. Watcharasupat; Trevor Wong; Woon-Seng Gan (CoRR, 2022)

Latte: Cross-framework Python package for evaluation of latent-based generative models. - Karn N. Watcharasupat; Junyoung Lee; Alexander Lerch 001 (Softw. Impacts, 2022)

Autonomous In-Situ Soundscape Augmentation via Joint Selection of Masker and Gain. - Karn N. Watcharasupat; Kenneth Ooi; Bhan Lam; Trevor Wong; Zhen-Ting Ong; Woon-Seng Gan (IEEE Signal Process. Lett., 2022)

SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection. - Thi Ngoc Tho Nguyen; Karn N. Watcharasupat; Ngoc Khanh Nguyen 003; Douglas L. Jones; Woon-Seng Gan (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Autonomous Soundscape Augmentation with Multimodal Fusion of Visual and Participant-Linked Inputs. - Kenneth Ooi; Karn N. Watcharasupat; Bhan Lam; Zhen-Ting Ong; Woon-Seng Gan (ICASSP, 2023)

Evaluation of Spatial Distortion in Multichannel Audio. - Karn N. Watcharasupat; Alexander Lerch 001 (CoRR, 2023)

Preliminary investigation of the short-term in situ performance of an automatic masker selection system. - Bhan Lam; Zhen-Ting Ong; Kenneth Ooi; Wen-Hui Ong; Trevor Wong; Karn N. Watcharasupat; Woon-Seng Gan (CoRR, 2023)

A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation. - Karn N. Watcharasupat; Chih-Wei Wu; Yiwei Ding; Iroro Orife; Aaron J. Hipple; Phillip A. Williams; Scott Kramer; Alexander Lerch 001; William Wolcott (CoRR, 2023)

Quantifying Spatial Audio Quality Impairment. - Karn N. Watcharasupat; Alexander Lerch 001 (ICASSP, 2024)

A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems. - Karn N. Watcharasupat; Alexander Lerch 001 (ISMIR, 2024)

Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas. - Bhan Lam; Zhen-Ting Ong; Kenneth Ooi; Wen-Hui Ong; Trevor Wong; Karn N. Watcharasupat; Vanessa Boey; Irene Lee; Joo Young Hong; Jian Kang 002; Kar Fye Alvin Lee; Georgios Christopoulos; et al. (CoRR, 2024)

Remastering Divide and Remaster: A Cinematic Audio Source Separation Dataset with Multilingual Support. - Karn N. Watcharasupat; Chih-Wei Wu; Iroro Orife (CoRR, 2024)

Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation. - Karn N. Watcharasupat; Chih-Wei Wu; Iroro Orife (CoRR, 2024)

ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes. - Kenneth Ooi; Zhen-Ting Ong; Karn N. Watcharasupat; Bhan Lam; Joo Young Hong; Woon-Seng Gan (IEEE Trans. Affect. Comput., 2024)

Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition. - Karn N. Watcharasupat; Yiwei Ding; T. Aleksandra Ma; Pavan Seshadri; Alexander Lerch 001 (ECIR (2), 2025)

Corrigendum to "ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes". - Kenneth Ooi; Zhen-Ting Ong; Karn N. Watcharasupat; Bhan Lam; Joo Young Hong; Woon-Seng Gan (IEEE Trans. Affect. Comput., 2025)

Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries. - Karn N. Watcharasupat; Alexander Lerch 001 (CoRR, 2025)