31 citations · 33 across the 5 of their papers we have counts for
5 papers
Sequential RC-TGAN: Generating Relational Time Series with Spectral Envelope Loss
Mohamed Gueye, Yazid Attabi, Manuel Morales +1
The generation of synthetic relational databases often involves modeling complex temporal dynamics, such as transaction logs or event sequences. A significant challenge in this dom…
Query-Focused Extractive Summarization for Sentiment Explanation
Ahmed Moubtahij, Sylvie Ratté, Yazid Attabi +1
Constructive analysis of feedback from clients often requires determining the cause of their sentiment from a substantial amount of text documents. To assist and improve the produc…
Row Conditional-TGAN for generating synthetic relational databases
Mohamed Gueye, Yazid Attabi, Maxime Dumas
Besides reproducing tabular data properties of standalone tables, synthetic relational databases also require modeling the relationships between related tables. In this paper, we p…
On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network
Farnood Faraji, Yazid Attabi, Benoit Champagne +1
The advent of learning-based methods in speech enhancement has revived the need for robust and reliable training features that can compactly represent speech signals while preservi…
Feature Learning from Spectrograms for Assessment of Personality Traits
Marc-André Carbonneau, Eric Granger, Yazid Attabi +1
Several methods have recently been proposed to analyze speech and automatically infer the personality of the speaker. These methods often rely on prosodic and other hand crafted sp…