publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. IEEE ICASSP
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    Few-Shot and Pseudo-Label Guided Speech Quality Evaluation with Large Language Models
    Ryandhimas E. Zezario, Dyah A. M. G. Wisnu, Szu-Wei Fu, and 3 more authors
    In ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
    DOI PDF
  2. IEEE ICASSP
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    Enhancing Speech Intelligibility Prediction for Hearing Aids with Complementary Speech Foundation Model Representations
    Guojian Lin, Xuefei Wang, Ryandhimas E. Zezario, and 1 more author
    In ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
    DOI
  3. IEEE TAI
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    NeuroAMP: A Novel End-to-End General Purpose Deep Neural Amplifier for Personalized Hearing Aids
    Shafique Ahmed, Ryandhimas E. Zezario, Hui-Guan Yuan, and 4 more authors
    IEEE Transactions on Artificial Intelligence, 2026
    DOI PDF

2025

  1. IEEE ASRU
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    Improving Perceptual Audio Aesthetic Assessment via Triplet Loss and Self-Supervised Embeddings
    Dyah A. M. G. Wisnu, Ryandhimas E. Zezario, Stefano Rini, and 2 more authors
    In 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2025
    DOI PDF
  2. IEEE ASRU
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    HighRateMOS: Sampling-Rate Aware Modeling for Speech Quality Assessment
    Wenze Ren, Yi-Cheng Lin, Wen-Chin Huang, and 9 more authors
    In 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2025
    DOI PDF
  3. APSIPA
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    Non-Intrusive Intelligibility Prediction for Hearing Aids: Recent Advances, Trends, and Challenges
    Ryandhimas E. Zezario
    In 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025
    DOI PDF
  4. APSIPA
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    Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM
    Ryandhimas E. Zezario, Dyah A.M.G. Wisnu, Hsin-Min Wang, and 1 more author
    In 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025
    DOI PDF
  5. Interspeech
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    Feature Importance across Domains for Improving Non-Intrusive Speech Intelligibility Prediction in Hearing Aids
    Ryandhimas E. Zezario, Sabato M. Siniscalchi, Fei Chen, and 2 more authors
    In Interspeech 2025, 2025
    DOI PDF
  6. Interspeech
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    A Study on Speech Assessment with Visual Cues
    Shafique Ahmed, Ryandhimas E. Zezario, Nasir Saleem, and 3 more authors
    In Interspeech 2025, 2025
    DOI PDF
  7. Clarity
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    Non-Intrusive Multi-Branch Speech Intelligibility Prediction using Multi-Stage Training
    Ryandhimas E. Zezario, Szu-Wei Fu, Dyah A.M.G. Wisnu, and 2 more authors
    In The 6th Clarity Workshop on Improving Speech-in-Noise for Hearing Devices (Clarity-2025), 2025
    DOI PDF
  8. IEEE ICCE-TW
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    A Study on Zero-Shot Non-Intrusive Speech Intelligibility for Hearing aids Using Large Language Models
    Ryandhimas E. Zezario, Dyah A.M.G. Wisnu, Hsin-Min Wang, and 1 more author
    In 2025 IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan), 2025
    DOI PDF
  9. IEEE ICASSP
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    A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models
    Ryandhimas E. Zezario, Sabato M. Siniscalchi, Hsin-Min Wang, and 1 more author
    In ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
    DOI PDF
  10. IEEE TASLPRO
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    HAAQI-Net: A Non-Intrusive Neural Music Audio Quality Assessment Model for Hearing Aids
    Dyah A. M. G. Wisnu, Stefano Rini, Ryandhimas E. Zezario, and 2 more authors
    IEEE Transactions on Audio, Speech and Language Processing, 2025
    DOI PDF Code

2024

  1. IEEE SLT
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    The Voicemos Challenge 2024: Beyond Speech Quality Prediction
    Wen-Chin Huang, Szu-Wei Fu, Erica Cooper, and 5 more authors
    In 2024 IEEE Spoken Language Technology Workshop (SLT), 2024
    DOI PDF
  2. Interspeech
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    Non-Intrusive Speech Intelligibility Prediction for Hearing Aids using Whisper and Metadata
    Ryandhimas E. Zezario, Fei Chen, Chiou-Shann Fuh, and 2 more authors
    In Interspeech 2024, 2024
    DOI PDF
  3. IEEE ICME
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    A Study On Incorporating Whisper For Robust Speech Assessment
    Ryandhimas E. Zezario, Yu-Wen Chen, Szu-Wei Fu, and 3 more authors
    In 2024 IEEE International Conference on Multimedia and Expo (ICME), 2024
    DOI PDF Code
  4. IEEE ICASSP
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    Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model
    Ryandhimas E. Zezario, Bo-Ren Brian Bai, Chiou-Shann Fuh, and 2 more authors
    In ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
    DOI PDF

2023

  1. IEEE TASLP
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    Deep Learning-Based Non-Intrusive Multi-Objective Speech Assessment Model With Cross-Domain Features
    Ryandhimas E. Zezario, Szu-Wei Fu, Fei Chen, and 3 more authors
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023
    DOI PDF Code

2022

  1. Interspeech
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    MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
    Ryandhimas E. Zezario, Szu-wei Fu, Fei Chen, and 3 more authors
    In Interspeech 2022, 2022
    DOI PDF Code
  2. Interspeech
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    MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids
    Ryandhimas E. Zezario, Fei Chen, Chiou-Shann Fuh, and 2 more authors
    In Interspeech 2022, 2022
    DOI PDF Code

2021

  1. EUSIPCO
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    Speech Enhancement with Zero-Shot Model Selection
    Ryandhimas E. Zezario, Chiou-Shann Fuh, Hsin-Min Wang, and 1 more author
    In 2021 29th European Signal Processing Conference (EUSIPCO), 2021
    DOI PDF Code

2020

  1. APSIPA
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    STOI-Net: A Deep Learning based Non-Intrusive Speech Intelligibility Assessment Model
    Ryandhimas E. Zezario, Szu-Wei Fu, Chiou-Shann Fuh, and 2 more authors
    In 2020 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2020
    HTML PDF Code
  2. IEEE TASLP
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    Speech Enhancement Based on Denoising Autoencoder With Multi-Branched Encoders
    Cheng *Yu, Ryandhimas E. *Zezario, Syu-Siang Wang, and 5 more authors
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020
    DOI PDF
  3. IEEE ICASSP
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    Self-Supervised Denoising Autoencoder with Linear Regression Decoder for Speech Enhancement
    Ryandhimas E. Zezario, Tassadaq Hussain, Xugang Lu, and 2 more authors
    In ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020
    DOI

2019

  1. ISPACS
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    Comparative Study of Masking and Mapping Based on Hierarchical Extreme Learning Machine for Speech Enhancement
    Ryandhimas E. Zezario, Join W. C. Sigalingging, Tassadaq Hussain, and 2 more authors
    In 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), 2019
    DOI
  2. Interspeech
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    Specialized Speech Enhancement Model Selection Based on Learned Non-Intrusive Quality Assessment Metric
    Ryandhimas E. Zezario, Szu-Wei Fu, Xugang Lu, and 2 more authors
    In Interspeech 2019, 2019
    DOI PDF Code

2018

  1. APSIPA
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    Deep Denoising Autoencoder Based Post Filtering for Speech Enhancement
    Ryandhimas E. Zezario, Jen-Wei Huang, Xugang Lu, and 3 more authors
    In 2018 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2018
    DOI

2016

  1. ISCSLP
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    Incorporating local environment information with ensemble neural networks to robust automatic speech recognition
    Chia-Yung Hsu, Ryandhimas E. Zezario, Jia-Ching Wang, and 3 more authors
    In 2016 10th International Symposium on Chinese Spoken Language Processing (ISCSLP), 2016
    DOI