Publications


~2024

  1. JOSS
    Soundata: Reproducible use of Audio datasets
    M Fuentes, G P Roglans, G C Sebastià, T Khandelwal, M Miron, X Serra, J P Bello, and J Salamon

    Journal of Open Source Software

    PDF
  2. APSIPA
    Sound Event Detection: A Journey through DCASE Challenge Series
    T Khandelwal, RK Das, and ES Chng

    APSIPA Transactions on Signal and Information Processing

    PDF

~2023

  1. DCASE
    Exploring Multi-Task Learning with Weighted Soft Label Loss for Sound Event Detection with Soft Labels
    T Khandelwal, and RK Das

    DCASE Workshop

    PDF CODE
  2. DCASE
    Cross-Dimensional Interaction with Inverted Residual Triplet Attention for Low-complexity Sound Event Detection
    T Khandelwal, and RK Das

    DCASE Workshop

    PDF CODE
  3. DCASE
    FMSG Submission for DCASE 2023 Challenge Task 4 on Sound Event Detection with Weak Labels and Synthetic Soundscapes
    Y Xiao, T Khandelwal, and RK Das

    DCASE Challenge

    PDF
  4. IS
    A Multi-Task Learning Framework for Sound Event Detection using High-level Acoustic Characteristics of Sounds
    T Khandelwal, and RK Das

    INTERSPEECH

    PDF CODE
  5. SSP
    Leveraging Audio-Tagging Assisted Sound Event Detection using Weakified Strong Labels and Frequency Dynamic Convolutions
    T Khandelwal, RK Das, A Koh, and ES Chng

    IEEE Statistical Signal Processing Workshop (SSP)

    PDF CODE

~2022

  1. ISCSLP
    Dynamic thresholding on FixMatch with weak and strong data augmentations for sound event detection
    T Khandelwal, and RK Das

    International Symposium on Chinese Spoken Language Processing (ISCSLP)

    PDF
  2. APSIPA
    Is your baby fine at home? Baby cry sound detection in domestic environments
    T Khandelwal, RK Das, and ES Chng

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

    PDF CODE
  3. DCASE
    FMSG-NTU submission for DCASE 2022 Task 4 on sound event detection in domestic environments
    T Khandelwal, RK Das, A Koh, and ES Chng

    DCASE Challenge

    PDF CODE