Ha-Jin Yu

Diff-SV: A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic Models

2024/4/14

HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods

2024/4/14

FA-ExU-Net: the simultaneous training of an embedding extractor and enhancement model for a speaker verification system robust to short noisy utterances

IEEE/ACM Transactions on Audio, Speech, and Language Processing

2024/3/22

One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification

arXiv preprint arXiv:2305.17394

2023/5/27

SS-BSN: attentive blind-spot network for self-supervised denoising with nonlocal self-similarity

2023/8

NM-FlowGAN: Modeling sRGB Noise with a Hybrid Approach based on Normalizing Flows and Generative Adversarial Networks

arXiv preprint arXiv:2312.10112

2023/12/15

PAS: Partial Additive Speech Data Augmentation Method for Noise Robust Speaker Verification

arXiv preprint arXiv:2307.10628

2023/7/20

BPCNN: Bi-Point Input for Convolutional Neural Networks in Speaker Spoofing Detection

Sensors

2022/6/14

Integrated receptive field diversification method for improving speaker verification performance for variable-length utterances

The Journal of the Acoustical Society of Korea

2022

Baseline systems for the first spoofing-aware speaker verification challenge: score and embedding fusion

2022/4/21

Attentive max feature map and joint training for acoustic scene classification

2022/5/23

SASV 2022: The first spoofing-aware speaker verification challenge

2022/9

Graph attentive feature aggregation for text-independent speaker verification

2022/5/23

Integrated parameter-efficient tuning for general-purpose audio models

arXiv preprint arXiv:2211.02227

2022/11/4

Self-Supervised Noise Reduction in Low-Dose Cone Beam Computed Tomography (CBCT) Using the Randomly Dropped Projection Strategy

Applied Sciences

2022/2/7

RawNeXt: Speaker verification system for variable-duration utterances with deep layer aggregation and extended dynamic scaling policies

2022/5/23

Convolution channel separation and frequency sub-bands aggregation for music genre classification

arXiv preprint arXiv:2211.01599

2022/11/3

Aasist: Audio anti-spoofing using integrated spectro-temporal graph attention networks

2022/5/23

Extended u-net for speaker verification in noisy environments

2022/6/27

Sasv challenge 2022: A spoofing aware speaker verification challenge evaluation plan

arXiv preprint arXiv:2201.10283

2022/1/25