research
∙
09/15/2023
HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods
Audio deepfake detection (ADD) is the task of detecting spoofing attacks...
share
research
∙
09/14/2023
Diff-SV: A Unified Hierarchical Framework for Noise-Robust Speaker Verification Using Score-Based Diffusion Probabilistic Models
Background noise considerably reduces the accuracy and reliability of sp...
research
∙
07/20/2023
PAS: Partial Additive Speech Data Augmentation Method for Noise Robust Speaker Verification
Background noise reduces speech intelligibility and quality, making spea...
research
∙
05/27/2023
One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification
The application of speech self-supervised learning (SSL) models has achi...
research
∙
11/04/2022
Integrated Parameter-Efficient Tuning for General-Purpose Audio Models
The advent of hyper-scale and general-purpose pre-trained models is shif...
research
∙
11/03/2022
Convolution channel separation and frequency sub-bands aggregation for music genre classification
In music, short-term features such as pitch and tempo constitute long-te...
research
∙
06/28/2022
Two Methods for Spoofing-Aware Speaker Verification: Multi-Layer Perceptron Score Fusion Model and Integrated Embedding Projector
The use of deep neural networks (DNN) has dramatically elevated the perf...
research
∙
06/27/2022
Extended U-Net for Speaker Verification in Noisy Environments
Background noise is a well-known factor that deteriorates the accuracy a...
research
∙
04/15/2021
Attentive Max Feature Map for Acoustic Scene Classification with Joint Learning considering the Abstraction of Classes
The attention mechanism has been widely adopted in acoustic scene classi...
research
∙
04/14/2021
Learning Metrics from Mean Teacher: A Supervised Learning Method for Improving the Generalization of Speaker Verification System
Most speaker verification tasks are studied as an open-set evaluation sc...
research
∙
07/09/2020
Capturing scattered discriminative information using a deep architecture in acoustic scene classification
Frequently misclassified pairs of classes that share many common acousti...
research
∙
06/10/2020
Integrated Replay Spoofing-aware Text-independent Speaker Verification
A number of studies have successfully developed speaker verification or ...
research
∙
05/07/2020
Segment Aggregation for short utterances speaker verification using raw waveforms
Most studies on speaker verification systems focus on long-duration utte...
research
∙
05/07/2020
Crop Aggregating for short utterances speaker verification using raw waveforms
Most studies on speaker verification systems focus on long-duration utte...
research
∙
04/01/2020
Improved RawNet with Feature Map Scaling for Text-independent Speaker Verification using Raw Waveforms
Recent advances in deep learning have facilitated the design of speaker ...
research
∙
04/01/2020
Improved RawNet with Filter-wise Rescaling for Text-independent Speaker Verification using Raw Waveforms
Recent advances in deep learning have facilitated the design of speaker ...
research
∙
04/17/2019