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05/30/2023
A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation
Sketch-Based Image Retrieval (SBIR) is a crucial task in multimedia retr...
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03/22/2023
Deep learning-based stereo camera multi-video synchronization
Stereo vision is essential for many applications. Currently, the synchro...
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10/27/2022
Synthesizer Preset Interpolation using Transformer Auto-Encoders
Sound synthesizers are widespread in modern music production but they in...
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09/14/2022
Transformers and CNNs both Beat Humans on SBIR
Sketch-based image retrieval (SBIR) is the task of retrieving natural im...
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05/20/2022
Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Contex
The development of virtual agents has enabled human-avatar interactions ...
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04/26/2022
Evaluating the Quality of a Synthesized Motion with the Fréchet Motion Distance
Evaluating the Quality of a Synthesized Motion with the Fréchet Motion D...
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01/11/2022
Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation Models
In the past few years, neural character animation has emerged and offere...
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01/11/2022
Where Is My Mind (looking at)? Predicting Visual Attention from Brain Activity
Visual attention estimation is an active field of research at the crossr...
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01/11/2022
Emotion Estimation from EEG – A Dual Deep Learning Approach Combined with Saliency
Emotion estimation is an active field of research that has an important ...
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03/06/2021
Analysis and Assessment of Controllability of an Expressive Deep Learning-based TTS system
In this paper, we study the controllability of an Expressive TTS system ...
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08/25/2020
ICE-Talk: an Interface for a Controllable Expressive Talking Machine
ICE-Talk is an open source web-based GUI that allows the use of a TTS sy...
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08/20/2020
Laughter Synthesis: Combining Seq2seq modeling with Transfer Learning
Despite the growing interest for expressive speech synthesis, synthesis ...
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06/07/2020
Parametric Representation for Singing Voice Synthesis: a Comparative Evaluation
Various parametric representations have been proposed to model the speec...
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06/07/2020
Analysis and Synthesis of Hypo and Hyperarticulated Speech
This paper focuses on the analysis and synthesis of hypo and hyperarticu...
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05/24/2020
Glottal source estimation robustness: A comparison of sensitivity of voice source estimation techniques
This paper addresses the problem of estimating the voice source directly...
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05/16/2020
Oscillating Statistical Moments for Speech Polarity Detection
An inversion of the speech polarity may have a dramatic detrimental effe...
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05/16/2020
Glottal Source Estimation using an Automatic Chirp Decomposition
In a previous work, we showed that the glottal source can be estimated f...
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05/10/2020
Audio and Contact Microphones for Cough Detection
In the framework of assessing the pathology severity in chronic cough di...
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05/10/2020
Chirp Complex Cepstrum-based Decomposition for Asynchronous Glottal Analysis
It was recently shown that complex cepstrum can be effectively used for ...
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01/02/2020
On the Mutual Information between Source and Filter Contributions for Voice Pathology Detection
This paper addresses the problem of automatic detection of voice patholo...
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01/02/2020
Phase-based Information for Voice Pathology Detection
In most current approaches of speech processing, information is extracte...
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01/02/2020
Excitation-based Voice Quality Analysis and Modification
This paper investigates the differences occuring in the excitation for d...
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01/02/2020
Eigenresiduals for improved Parametric Speech Synthesis
Statistical parametric speech synthesizers have recently shown their abi...
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01/02/2020
Assessment of Audio Features for Automatic Cough Detection
This paper addresses the issue of cough detection using only audio recor...
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01/02/2020
A Comparative Evaluation of Pitch Modification Techniques
This paper addresses the problem of pitch modification, as an important ...
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12/30/2019
Using a Pitch-Synchronous Residual Codebook for Hybrid HMM/Frame Selection Speech Synthesis
This paper proposes a method to improve the quality delivered by statist...
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12/30/2019
Objective Study of Sensor Relevance for Automatic Cough Detection
The development of a system for the automatic, objective and reliable de...
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12/30/2019
Causal-Anticausal Decomposition of Speech using Complex Cepstrum for Glottal Source Estimation
Complex cepstrum is known in the literature for linearly separating caus...
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12/29/2019
A Comparative Study of Pitch Extraction Algorithms on a Large Variety of Singing Sounds
The problem of pitch tracking has been extensively studied in the speech...
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12/29/2019
Complex Cepstrum-based Decomposition of Speech for Glottal Source Estimation
Homomorphic analysis is a well-known method for the separation of non-li...
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12/29/2019
The Deterministic plus Stochastic Model of the Residual Signal and its Applications
The modeling of speech production often relies on a source-filter approa...
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12/29/2019
A Deterministic plus Stochastic Model of the Residual Signal for Improved Parametric Speech Synthesis
Speech generated by parametric synthesizers generally suffers from a typ...
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12/28/2019
A Comparative Study of Glottal Source Estimation Techniques
Source-tract decomposition (or glottal flow estimation) is one of the ba...
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12/28/2019
Glottal Closure and Opening Instant Detection from Speech Signals
This paper proposes a new procedure to detect Glottal Closure and Openin...
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12/28/2019
Detection of Glottal Closure Instants from Speech Signals: a Quantitative Review
The pseudo-periodicity of voiced speech can be exploited in several spee...
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10/14/2019
The Theory behind Controllable Expressive Speech Synthesis: a Cross-disciplinary Approach
As part of the Human-Computer Interaction field, Expressive speech synth...
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03/27/2019
Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis through Audio Analysis
The field of Text-to-Speech has experienced huge improvements last years...
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01/14/2019
Exploring Transfer Learning for Low Resource Emotional TTS
During the last few years, spoken language technologies have known a big...
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06/25/2018
The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems
In this paper, we present a database of emotional speech intended to be ...
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05/23/2018
ASR-based Features for Emotion Recognition: A Transfer Learning Approach
During the last decade, the applications of signal processing have drast...
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07/22/2013