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2020 – today
- 2024
[j4]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): 105-120 (2024)- [c9]Karn N. Watcharasupat, Alexander Lerch:
Quantifying Spatial Audio Quality Impairment. ICASSP 2024: 746-750 - [i29]Karn N. Watcharasupat, Alexander Lerch:
A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems. CoRR abs/2406.18747 (2024) - [i28]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 abs/2407.05744 (2024) - [i27]Karn N. Watcharasupat, Chih-Wei Wu, Iroro Orife:
Remastering Divide and Remaster: A Cinematic Audio Source Separation Dataset with Multilingual Support. CoRR abs/2407.07275 (2024) - [i26]Karn N. Watcharasupat, Chih-Wei Wu, Iroro Orife:
Facing the Music: Tackling Singing Voice Separation in Cinematic Audio Source Separation. CoRR abs/2408.03588 (2024) - 2023
- [c8]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: 1-5 - [i25]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 abs/2303.08342 (2023) - [i24]Karn N. Watcharasupat, Alexander Lerch:
Evaluation of Spatial Distortion in Multichannel Audio. CoRR abs/2306.08053 (2023) - [i23]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 abs/2308.07767 (2023) - [i22]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 abs/2309.02539 (2023) - 2022
- [j3]Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch:
Latte: Cross-framework Python package for evaluation of latent-based generative models. Softw. Impacts 11: 100222 (2022) - [j2]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: 1749-1753 (2022) - [j1]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: 1749-1762 (2022) - [c7]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: 656-660 - [c6]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: 716-720 - [c5]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: 8887-8891 - [c4]Shengkui Zhao, Bin Ma, Karn N. Watcharasupat, Woon-Seng Gan:
FRCRN: Boosting Feature Representation Using Frequency Recurrence for Monaural Speech Enhancement. ICASSP 2022: 9281-9285 - [i21]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 abs/2203.12245 (2022) - [i20]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 abs/2204.13883 (2022) - [i19]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 abs/2204.13890 (2022) - [i18]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 abs/2205.04728 (2022) - [i17]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 abs/2206.03104 (2022) - [i16]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 abs/2206.03112 (2022) - [i15]Shengkui Zhao, Bin Ma, Karn N. Watcharasupat, Woon-Seng Gan:
FRCRN: Boosting Feature Representation using Frequency Recurrence for Monaural Speech Enhancement. CoRR abs/2206.07293 (2022) - [i14]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 abs/2207.01078 (2022) - [i13]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 abs/2207.12899 (2022) - 2021
- [c3]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: 982-988 - [c2]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: 120-124 - [c1]Karn Watcharasupat, Anh H. T. Nguyen, Ching-Hui Ooi, Andy W. H. Khong:
Directional Sparse Filtering Using Weighted Lehmer Mean for Blind Separation of Unbalanced Speech Mixtures. ICASSP 2021: 4485-4489 - [d1]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:
SINGA:PURA (SINGApore: Polyphonic URban Audio). Zenodo, 2021
- [i12]Karn Watcharasupat, Anh H. T. Nguyen, Ching-Hui Ooi, Andy W. H. Khong:
Directional Sparse Filtering using Weighted Lehmer Mean for Blind Separation of Unbalanced Speech Mixtures. CoRR abs/2102.00196 (2021) - [i11]Thi Ngoc Tho Nguyen, Karn Watcharasupat, Ngoc Khanh Nguyen, Douglas L. Jones, Woon-Seng Gan:
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection. CoRR abs/2106.15190 (2021) - [i10]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 abs/2107.10469 (2021) - [i9]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 abs/2107.10471 (2021) - [i8]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 abs/2110.00275 (2021) - [i7]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 abs/2110.00745 (2021) - [i6]Karn N. Watcharasupat, Alexander Lerch:
Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes. CoRR abs/2110.05587 (2021) - [i5]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 abs/2111.01320 (2021) - [i4]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 abs/2111.02006 (2021) - [i3]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 abs/2111.08192 (2021) - [i2]Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch:
Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models. CoRR abs/2112.10638 (2021) - 2020
- [i1]Karn Watcharasupat, Siddharth Gururani, Alexander Lerch:
Visual Attention for Musical Instrument Recognition. CoRR abs/2006.09640 (2020)
Coauthor Index
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