Santi Peksi

Nanyang Technological University — Singapore

Computer Science · Physical Sciences

4h-index95citations32works0.72yr avg
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Research Topics

Speech and Audio Processing(15), Hearing Loss and Rehabilitation(8), Music and Audio Processing(8), Advanced Adaptive Filtering Techniques(7), Speech Recognition and Synthesis(5)

Publications32 total

Environmental acoustic intelligence through sound event localization and detection: a review
npj Acoustics·2025Open Access
Towards Robust Stereo 3-D SELD: A Study of Perceptual Features and Data Augmentation
2025
MAGENTA: Magnitude and Geometry-ENhanced Training Approach for Robust Long-Tailed Sound Event Localization and Detection
arXiv (Cornell University)·2025Open Access
Enhancing Situational Awareness in Wearable Audio Devices Using a Lightweight Sound Event Localization and Detection System
arXiv (Cornell University)·2025Open Access
Acoustic Scene Classification Using CNN-GRU Model Without Knowledge Distillation
arXiv (Cornell University)·2025Open Access
Enhancing 3-D Sound Event Localization and Detection With Distance Estimation Using Reverberation and Spatial Coherence Features
IEEE Sensors Journal·2025· 2 cited
Improving Stereo 3D Sound Event Localization and Detection: Perceptual Features, Stereo-specific Data Augmentation, and Distance Normalization
arXiv (Cornell University)·2025· 1 citedOpen Access
A Real-Time Platform for Portable and Scalable Active Noise Mitigation for Construction Machinery
2024
Real-Time Sound Event Localization and Detection: Deployment Challenges on Edge Devices
arXiv (Cornell University)·2024· 4 citedOpen Access
Data Efficient Acoustic Scene Classification using Teacher-Informed Confusing Class Instruction
arXiv (Cornell University)·2024Open Access
A Real-Time Platform for Portable and Scalable Active Noise Mitigation for Construction Machinery
arXiv (Cornell University)·2024Open Access
Squeeze-and-Excite ResNet-Conformers for Sound Event Localization, Detection, and Distance Estimation for DCASE 2024 Challenge
arXiv (Cornell University)·2024· 1 citedOpen Access
Implementing Continuous HRTF Measurement in Near-Field
2023· 3 cited
Implementing Continuous HRTF Measurement in Near-Field
arXiv (Cornell University)·2023Open Access
IMPLEMENTATIONS OF WIRELESS ACTIVE NOISE CONTROL IN THE HEADREST
2023Open Access
Implementations of wireless active noise control in the headrest
NOISE-CON proceedings·2023· 4 cited
A Multi-Channel Wireless Active Noise Control Headphone With Coherence-Based Weight Determination Algorithm
Journal of Signal Processing Systems·2022· 14 cited
Adaptive-gain algorithm on the fixed filters applied for active noise control headphone
Mechanical Systems and Signal Processing·2021· 40 cited
A Strongly-Labelled Polyphonic Dataset of Urban Sounds with Spatiotemporal Context
arXiv (Cornell University)·2021· 6 citedOpen Access
SINGA:PURA (SINGApore: Polyphonic URban Audio)
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
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Frequent Co-authors

Woon‐Seng Gan(32), Ee-Leng Tan(10), Dongyuan Shi(7), Jun-Wei Yeow(6), Xiaoyi Shen(5), Rishabh Ranjan(5), Kenneth Ooi(4), Zhen-Ting Ong(4), Nguyen Duy Hai(4), Jisheng Bai(4), Karn N. Watcharasupat(3), Furi Andi Karnapi(3), Danny Chua(3), Hui-Wen Leow(3), Li-Long Kwok(3), Xin-Lei Ng(3), Zhen-Ann Loh(3), Jun Wei Yeow(3), Rishabh Gupta(3), Ee-Leng Tan(3)