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09/19/2023
AV-SUPERB: A Multi-Task Evaluation Benchmark for Audio-Visual Representation Models
Audio-visual representation learning aims to develop systems with human-...
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09/18/2023
Utilizing Whisper to Enhance Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids
Automated assessment of speech intelligibility in hearing aid (HA) devic...
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09/03/2023
Noise robust speech emotion recognition with signal-to-noise ratio adapting speech enhancement
Speech emotion recognition (SER) often experiences reduced performance d...
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08/18/2023
Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model
This study proposes a multi-task pseudo-label learning (MPL)-based non-i...
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06/12/2023
Deep denoising autoencoder-based non-invasive blood flow detection for arteriovenous fistula
Clinical guidelines underscore the importance of regularly monitoring an...
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06/11/2023
Mandarin Electrolaryngeal Speech Voice Conversion using Cross-domain Features
Patients who have had their entire larynx removed, including the vocal f...
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06/11/2023
Audio-Visual Mandarin Electrolaryngeal Speech Voice Conversion
Electrolarynx is a commonly used assistive device to help patients with ...
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05/26/2023
ElectrodeNet – A Deep Learning Based Sound Coding Strategy for Cochlear Implants
ElectrodeNet, a deep learning based sound coding strategy for the cochle...
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04/13/2023
Deep Learning-based Fall Detection Algorithm Using Ensemble Model of Coarse-fine CNN and GRU Networks
Falls are the public health issue for the elderly all over the world sin...
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03/16/2023
Preoperative Prognosis Assessment of Lumbar Spinal Surgery for Low Back Pain and Sciatica Patients based on Multimodalities and Multimodal Learning
Low back pain (LBP) and sciatica may require surgical therapy when they ...
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03/13/2023
Self-supervised based general laboratory progress pretrained model for cardiovascular event detection
Regular surveillance is an indispensable aspect of managing cardiovascul...
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03/07/2023
PreFallKD: Pre-Impact Fall Detection via CNN-ViT Knowledge Distillation
Fall accidents are critical issues in an aging and aged society. Recentl...
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02/03/2023
Interpretations of Domain Adaptations via Layer Variational Analysis
Transfer learning is known to perform efficiently in many applications e...
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12/11/2022
BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithm
The performance of speech-processing models is heavily influenced by the...
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11/11/2022
On the robustness of non-intrusive speech quality model by adversarial examples
It has been shown recently that deep learning based models are effective...
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11/02/2022
Inference and Denoise: Causal Inference-based Neural Speech Enhancement
This study addresses the speech enhancement (SE) task within the causal ...
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11/01/2022
T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5
In Spoken language understanding (SLU), a natural solution is concatenat...
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10/27/2022
CasNet: Investigating Channel Robustness for Speech Separation
Recording channel mismatch between training and testing conditions has b...
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10/27/2022
A Teacher-student Framework for Unsupervised Speech Enhancement Using Noise Remixing Training and Two-stage Inference
The lack of clean speech is a practical challenge to the development of ...
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10/24/2022
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks
Electrocardiogram (ECG) artifact contamination often occurs in surface e...
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09/21/2022
Mandarin Singing Voice Synthesis with Denoising Diffusion Probabilistic Wasserstein GAN
Singing voice synthesis (SVS) is the computer production of a human-like...
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07/19/2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
This paper presents recent progress on integrating speech separation and...
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06/18/2022
NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling
For deep learning-based speech enhancement (SE) systems, the training-te...
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06/16/2022
EPG2S: Speech Generation and Speech Enhancement based on Electropalatography and Audio Signals using Multimodal Learning
Speech generation and enhancement based on articulatory movements facili...
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04/15/2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding
Transformer-based models are widely used in natural language understandi...
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04/09/2022
A Study of Using Cepstrogram for Countermeasure Against Replay Attacks
In this paper, we investigate the properties of the cepstrogram and demo...
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04/07/2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model
Recently, deep learning (DL)-based non-intrusive speech assessment model...
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04/07/2022
MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids
Improving the user's hearing ability to understand speech in noisy envir...
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04/01/2022
Filter-based Discriminative Autoencoders for Children Speech Recognition
Children speech recognition is indispensable but challenging due to the ...
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03/31/2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement
Speech enhancement (SE) performance has improved considerably since the ...
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03/31/2022
Partial Coupling of Optimal Transport for Spoken Language Identification
In order to reduce domain discrepancy to improve the performance of cros...
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03/30/2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks
Because the performance of speech separation is excellent for speech in ...
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03/30/2022
Multi-target Filter and Detector for Unknown-number Speaker Diarization
A strong representation of a target speaker can aid in extracting import...
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03/28/2022
Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition
Phonotactic constraints can be employed to distinguish languages by repr...
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03/25/2022
Speech-enhanced and Noise-aware Networks for Robust Speech Recognition
Compensation for channel mismatch and noise interference is essential fo...
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03/21/2022
The VoiceMOS Challenge 2022
We present the first edition of the VoiceMOS Challenge, a scientific eve...
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02/22/2022
Continuous Speech for Improved Learning Pathological Voice Disorders
Goal: Numerous studies had successfully differentiated normal and abnorm...
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02/17/2022
When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing
The rapid development of quantum computing has demonstrated many unique ...
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02/14/2022
Partially Fake Audio Detection by Self-attention-based Fake Span Discovery
The past few years have witnessed the significant advances of speech syn...
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02/14/2022
EMGSE: Acoustic/EMG Fusion for Multimodal Speech Enhancement
Multimodal learning has been proven to be an effective method to improve...
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02/11/2022
A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning
Current deep learning (DL) based approaches to speech intelligibility en...
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02/10/2022
Conditional Diffusion Probabilistic Model for Speech Enhancement
Speech enhancement is a critical component of many user-oriented audio a...
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02/08/2022
A Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning for Hearing-Assistive Technologies
Current deep learning (DL) based approaches to speech intelligibility en...
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01/24/2022
A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement
In acoustic signal processing, the target signals usually carry semantic...
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12/07/2021
Predicting the Travel Distance of Patients to Access Healthcare using Deep Neural Networks
Objective: Improving geographical access remains a key issue in determin...
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12/05/2021
Toward Real-World Pathological Voice Detection
Voice disorders significantly undermine people's ability to speak in the...
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11/11/2021
Unsupervised Noise Adaptive Speech Enhancement by Discriminator-Constrained Optimal Transport
This paper presents a novel discriminator-constrained optimal transport ...
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11/10/2021
OSSEM: one-shot speaker adaptive speech enhancement using meta learning
Although deep learning (DL) has achieved notable progress in speech enha...
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11/10/2021
HASA-net: A non-intrusive hearing-aid speech assessment network
Without the need of a clean reference, non-intrusive speech assessment m...
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11/08/2021
