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09/18/2023
Spoofing attack augmentation: can differently-trained attack models improve generalisation?
A reliable deepfake detector or spoofing countermeasure (CM) should be r...
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09/14/2023
DDSP-based Neural Waveform Synthesis of Polyphonic Guitar Performance from String-wise MIDI Input
We explore the use of neural synthesis for acoustic guitar from string-w...
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09/12/2023
SynVox2: Towards a privacy-friendly VoxCeleb2 dataset
The success of deep learning in speaker recognition relies heavily on th...
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09/12/2023
Can large-scale vocoded spoofed data improve speech spoofing countermeasure with a self-supervised front end?
A speech spoofing countermeasure (CM) that discriminates between unseen ...
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06/15/2023
Exploring Isolated Musical Notes as Pre-training Data for Predominant Instrument Recognition in Polyphonic Music
With the growing amount of musical data available, automatic instrument ...
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05/30/2023
Towards single integrated spoofing-aware speaker verification embeddings
This study aims to develop a single integrated spoofing-aware speaker ve...
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05/30/2023
Language-independent speaker anonymization using orthogonal Householder neural network
Speaker anonymization aims to conceal a speaker's identity while preserv...
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05/28/2023
Range-Based Equal Error Rate for Spoof Localization
Spoof localization, also called segment-level detection, is a crucial ta...
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03/05/2023
Cyber Vaccine for Deepfake Immunity
Deepfakes pose an evolving threat to cybersecurity, which calls for the ...
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11/29/2022
Hiding speaker's sex in speech using zero-evidence speaker representation in an analysis/synthesis pipeline
The use of modern vocoders in an analysis/synthesis pipeline allows us t...
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11/25/2022
Can Knowledge of End-to-End Text-to-Speech Models Improve Neural MIDI-to-Audio Synthesis Systems?
With the similarity between music and speech synthesis from symbolic inp...
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10/27/2022
Outlier-Aware Training for Improving Group Accuracy Disparities
Methods addressing spurious correlations such as Just Train Twice (JTT, ...
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10/19/2022
Spoofed training data for speech spoofing countermeasure can be efficiently created using neural vocoders
A good training set for speech spoofing countermeasures requires diverse...
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10/18/2022
Analysis of Master Vein Attacks on Finger Vein Recognition Systems
Finger vein recognition (FVR) systems have been commercially used, espec...
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10/05/2022
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild
Benchmarking initiatives support the meaningful comparison of competing ...
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09/01/2022
Joint Speaker Encoder and Neural Back-end Model for Fully End-to-End Automatic Speaker Verification with Multiple Enrollment Utterances
Conventional automatic speaker verification systems can usually be decom...
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05/14/2022
The VoicePrivacy 2020 Challenge Evaluation Plan
The VoicePrivacy Challenge aims to promote the development of privacy pr...
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04/11/2022
The PartialSpoof Database and Countermeasures for the Detection of Short Generated Audio Segments Embedded in a Speech Utterance
Automatic speaker verification is susceptible to various manipulations a...
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03/28/2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions
In our previous work, we proposed a language-independent speaker anonymi...
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03/23/2022
The VoicePrivacy 2022 Challenge Evaluation Plan
For new participants - Executive summary: (1) The task is to develop a v...
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03/22/2022
Joint Noise Reduction and Listening Enhancement for Full-End Speech Enhancement
Speech enhancement (SE) methods mainly focus on recovering clean speech ...
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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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02/26/2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models
Speaker anonymization aims to protect the privacy of speakers while pres...
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02/24/2022
Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation
The performance of spoofing countermeasure systems depends fundamentally...
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02/13/2022
Robust Deepfake On Unrestricted Media: Generation And Detection
Recent advances in deep learning have led to substantial improvements in...
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01/24/2022
Optimizing Tandem Speaker Verification and Anti-Spoofing Systems
As automatic speaker verification (ASV) systems are vulnerable to spoofi...
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01/10/2022
A Practical Guide to Logical Access Voice Presentation Attack Detection
Voice-based human-machine interfaces with an automatic speaker verificat...
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11/25/2021
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio
Estimating the mask-wearing ratio in public places is important as it en...
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11/15/2021
Investigating self-supervised front ends for speech spoofing countermeasures
Self-supervised speech model is a rapid progressing research topic, and ...
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10/18/2021
LDNet: Unified Listener Dependent Modeling in MOS Prediction for Synthetic Speech
An effective approach to automatically predict the subjective rating for...
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10/11/2021
LaughNet: synthesizing laughter utterances from waveform silhouettes and a single laughter example
Emotional and controllable speech synthesis is a topic that has received...
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10/10/2021
Estimating the confidence of speech spoofing countermeasure
Conventional speech spoofing countermeasures (CMs) are designed to make ...
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10/04/2021
On the Interplay Between Sparsity, Naturalness, Intelligibility, and Prosody in Speech Synthesis
Are end-to-end text-to-speech (TTS) models over-parametrized? To what ex...
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09/16/2021
DDS: A new device-degraded speech dataset for speech enhancement
A large and growing amount of speech content in real-life scenarios is b...
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09/08/2021
Master Face Attacks on Face Recognition Systems
Face authentication is now widely used, especially on mobile devices, ra...
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09/01/2021
The VoicePrivacy 2020 Challenge: Results and findings
This paper presents the results and analyses stemming from the first Voi...
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09/01/2021
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection
ASVspoof 2021 is the forth edition in the series of bi-annual challenges...
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09/01/2021
ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan
The automatic speaker verification spoofing and countermeasures (ASVspoo...
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09/01/2021
Benchmarking and challenges in security and privacy for voice biometrics
For many decades, research in speech technologies has focused upon impro...
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07/30/2021
OpenForensics: Large-Scale Challenging Dataset For Multi-Face Forgery Detection And Segmentation In-The-Wild
The proliferation of deepfake media is raising concerns among the public...
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07/29/2021
Multi-Task Learning in Utterance-Level and Segmental-Level Spoof Detection
In this paper, we provide a series of multi-tasking benchmarks for simul...
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07/24/2021
Use of speaker recognition approaches for learning timbre representations of musical instrument sounds from raw waveforms
Timbre representations of musical instruments, essential for diverse app...
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07/20/2021
SVSNet: An End-to-end Speaker Voice Similarity Assessment Model
Neural evaluation metrics derived for numerous speech generation tasks h...
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06/25/2021
Preliminary study on using vector quantization latent spaces for TTS/VC systems with consistent performance
Generally speaking, the main objective when training a neural speech syn...
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06/11/2021
Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing
Whether it be for results summarization, or the analysis of classifier f...
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06/02/2021
A Multi-Level Attention Model for Evidence-Based Fact Checking
Evidence-based fact checking aims to verify the truthfulness of a claim ...
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05/05/2021
How do Voices from Past Speech Synthesis Challenges Compare Today?
Shared challenges provide a venue for comparing systems trained on commo...
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05/04/2021
Exploring Disentanglement with Multilingual and Monolingual VQ-VAE
This work examines the content and usefulness of disentangled phone and ...
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04/25/2021
Text-to-Speech Synthesis Techniques for MIDI-to-Audio Synthesis
Speech synthesis and music audio generation from symbolic input differ i...
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04/17/2021
