Ju-ho Kim

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

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

2024/4/14

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

2024/4/14

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

arXiv preprint arXiv:2307.10628

2023/7/20

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

WavelNet: A novel convolutional neural network architecture for arrhythmia classification from electrocardiograms

Computer Methods and Programs in Biomedicine

2023/4/1

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

The Journal of the Acoustical Society of Korea

2022

Two methods for spoofing-aware speaker verification: Multi-layer perceptron score fusion model and integrated embedding projector

2022/6/28

Extended U-Net for Speaker Verification in Noisy Environments

2022/6/27

Attentive max feature map and joint training for acoustic scene classification

2022/5/23

Integrated parameter-efficient tuning for general-purpose audio models

arXiv preprint arXiv:2211.02227

2022/11/4

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

A supervised learning method for improving the generalization of speaker verification systems by learning metrics from a mean teacher

Applied Sciences

2021/12/22

Attentive max feature map for acoustic scene classification with joint learning considering the abstraction of classes

2021/10

DCASENet: An integrated pretrained deep neural network for detecting and classifying acoustic scenes and events

2021/6/6

Segment unit shuffling layer in deep neural networks for text-independent speaker verification

The Journal of the Acoustical Society of Korea

2021

Improved RawNet with Feature Map Scaling for Text-independent Speaker Verification using Raw Waveforms

ISCA Interspeech 2020

2020/9

Integrated replay spoofing-aware text-independent speaker verification

Applied Sciences

2020/9

Audio Tag Representation Guided Dual Attention Network for Acoustic Scene Classification.

2020