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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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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
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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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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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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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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03/21/2022
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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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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10/04/2021
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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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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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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04/06/2021
An Initial Investigation for Detecting Partially Spoofed Audio
All existing databases of spoofed speech contain attack data that is spo...
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04/04/2021
Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances
A back-end model is a key element of modern speaker verification systems...
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11/10/2020
Pretraining Strategies, Waveform Model Choice, and Acoustic Configurations for Multi-Speaker End-to-End Speech Synthesis
We explore pretraining strategies including choice of base corpus with t...
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10/22/2020
How Similar or Different Is Rakugo Speech Synthesizer to Professional Performers?
We have been working on speech synthesis for rakugo (a traditional Japan...
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10/21/2020
Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm
We present a new approach to disentangle speaker voice and phone content...
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10/21/2020
Grapheme or phoneme? An Analysis of Tacotron's Embedded Representations
End-to-end models, particularly Tacotron-based ones, are currently a pop...
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05/16/2020