Karn N. Watcharasupat

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 37

Top Topics

Convolutional Neural Network

Calibration Procedure

Source Separation

Event Detection

Top Venues

IEEE Signal Process. Lett.

Publications

Karn N. Watcharasupat, Alexander Lerch
Quantifying Spatial Audio Quality Impairment. ICASSP (2024)
Karn N. Watcharasupat, Alexander Lerch
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems. CoRR (2024)
Karn N. Watcharasupat, Chih-Wei Wu, Iroro Orife
Remastering Divide and Remaster: A Cinematic Audio Source Separation Dataset with Multilingual Support. CoRR (2024)
Kenneth Ooi, Zhen-Ting Ong, Karn N. Watcharasupat, Bhan Lam, Joo Young Hong, Woon-Seng Gan
ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes. IEEE Trans. Affect. Comput. 15 (1) (2024)
Bhan Lam, Zhen-Ting Ong, Kenneth Ooi, Wen-Hui Ong, Trevor Wong, Karn N. Watcharasupat, Vanessa Boey, Irene Lee, Joo Young Hong, Jian Kang, Kar Fye Alvin Lee, Georgios Christopoulos, Woon-Seng Gan
Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas. CoRR (2024)
Kenneth Ooi, Karn N. Watcharasupat, Bhan Lam, Zhen-Ting Ong, Woon-Seng Gan
Autonomous Soundscape Augmentation with Multimodal Fusion of Visual and Participant-Linked Inputs. ICASSP (2023)
Bhan Lam, Zhen-Ting Ong, Kenneth Ooi, Wen-Hui Ong, Trevor Wong, Karn N. Watcharasupat, Woon-Seng Gan
Preliminary investigation of the short-term in situ performance of an automatic masker selection system. CoRR (2023)
Karn N. Watcharasupat, Alexander Lerch
Evaluation of Spatial Distortion in Multichannel Audio. CoRR (2023)
Karn N. Watcharasupat, Chih-Wei Wu, Yiwei Ding, Iroro Orife, Aaron J. Hipple, Phillip A. Williams, Scott Kramer, Alexander Lerch, William Wolcott
A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation. CoRR (2023)
Kenneth Ooi, Karn N. Watcharasupat, Bhan Lam, Zhen-Ting Ong, Woon-Seng Gan
Autonomous Soundscape Augmentation with Multimodal Fusion of Visual and Participant-linked Inputs. CoRR (2023)
Shengkui Zhao, Bin Ma, Karn N. Watcharasupat, Woon-Seng Gan
FRCRN: Boosting Feature Representation Using Frequency Recurrence for Monaural Speech Enhancement. ICASSP (2022)
Kenneth Ooi, Zhen-Ting Ong, Karn N. Watcharasupat, Bhan Lam, Joo Young Hong, Woon-Seng Gan
ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes. CoRR (2022)
Kenneth Ooi, Bhan Lam, Joo Young Hong, Karn N. Watcharasupat, Zhen-Ting Ong, Woon-Seng Gan
Singapore Soundscape Site Selection Survey (S5): Identification of Characteristic Soundscapes of Singapore via Weighted k-means Clustering. CoRR (2022)
Shengkui Zhao, Bin Ma, Karn N. Watcharasupat, Woon-Seng Gan
FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech Enhancement. CoRR (2022)
Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch
Latte: Cross-framework Python package for evaluation of latent-based generative models. Softw. Impacts 11 (2022)
Kenneth Ooi, Karn N. Watcharasupat, Bhan Lam, Zhen-Ting Ong, Woon-Seng Gan
Probably Pleasant? A Neural-Probabilistic Approach to Automatic Masker Selection for Urban Soundscape Augmentation. ICASSP (2022)
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
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
Quantitative Evaluation Approach for Translation of Perceptual Soundscape Attributes: Initial Application to the Thai Language. CoRR (2022)
Karn N. Watcharasupat, Kenneth Ooi, Bhan Lam, Trevor Wong, Zhen-Ting Ong, Woon-Seng Gan
Autonomous In-Situ Soundscape Augmentation via Joint Selection of Masker and Gain. IEEE Signal Process. Lett. 29 (2022)
Trevor Wong, Karn N. Watcharasupat, Bhan Lam, Kenneth Ooi, Zhen-Ting Ong, Furi Andi Karnapi, Woon-Seng Gan
Deployment of an IoT System for Adaptive In-Situ Soundscape Augmentation. CoRR (2022)
Bhan Lam, Kenneth Ooi, Zhen-Ting Ong, Karn N. Watcharasupat, Trevor Wong, Woon-Seng Gan
Assessment of a cost-effective headphone calibration procedure for soundscape evaluations. CoRR (2022)
Karn N. Watcharasupat, Kenneth Ooi, Bhan Lam, Trevor Wong, Zhen-Ting Ong, Woon-Seng Gan
Autonomous In-Situ Soundscape Augmentation via Joint Selection of Masker and Gain. CoRR (2022)
Bhan Lam, Kenneth Ooi, Karn N. Watcharasupat, Zhen-Ting Ong, Yun-Ting Lau, Trevor Wong, Woon-Seng Gan
Preliminary assessment of a cost-effective headphone calibration procedure for soundscape evaluations. CoRR (2022)
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. ICASSP (2022)
Bhan Lam, Julia Chieng, Karn N. Watcharasupat, Kenneth Ooi, Zhen-Ting Ong, Joo Young Hong, Woon-Seng Gan
Crossing the Linguistic Causeway: A Binational Approach for Translating Soundscape Attributes to Bahasa Melayu. CoRR (2022)
Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Woon-Seng Gan, Shengkui Zhao, Bin Ma
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression. ICASSP (2022)
Karn N. Watcharasupat, Alexander Lerch
Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes. CoRR (2021)
Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Ngoc Khanh Nguyen, Zhen Jian Lee, Douglas L. Jones, Woon-Seng Gan
Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning. CoRR (2021)
Yun-Ning Hung, Karn N. Watcharasupat, Chih-Wei Wu, Iroro Orife, Kelian Li, Pavan Seshadri, Junyoung Lee
AVASpeech-SMAD: A Strongly Labelled Speech and Music Activity Detection Dataset with Label Co-Occurrence. CoRR (2021)
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
A Strongly-Labelled Polyphonic Dataset of Urban Sounds with Spatiotemporal Context. CoRR (2021)
Karn N. Watcharasupat, Thi Ngoc Tho Nguyen, Woon-Seng Gan, Shengkui Zhao, Bin Ma
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression. CoRR (2021)
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection. CoRR (2021)
Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch
Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models. CoRR (2021)
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
A Strongly-Labelled Polyphonic Dataset of Urban Sounds with Spatiotemporal Context. APSIPA ASC (2021)
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis. CoRR (2021)
Thi Ngoc Tho Nguyen, Karn N. Watcharasupat, Zhen Jian Lee, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis. DCASE (2021)
Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat, Huy Phan, Woon-Seng Gan
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays. CoRR (2021)