Alessandro L. Koerich

1. A Robust Approach for Securing Audio Classification Against Adversarial\n Attacks
   2019/04/24 by Mohammad Esmaeilpour, Patrick Cardinal, Esmaeilpour, Mohammad +3 · 5 citations
   Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
2. Multimodal Fusion with Deep Neural Networks for Audio-Video Emotion Recognition
   2019/07/06 by Juan Diego Ortega, Ortega, Juan D. S., Mohammed Senoussaoui +9 · 7 citations
   Computer Science · Psychology · #Speech and Audio Processing #Speech Recognition and Synthesis #Emotion and Mood Recognition
3. A Joint Cross-Attention Model for Audio-Visual Fusion in Dimensional Emotion Recognition
   2022/03/28 by R. Gnana Praveen, Praveen, R. Gnana, Wheidima Carneiro de Melo +19 · 5 citations
   Computer Science · Psychology · #Speech and Audio Processing #Emotion and Mood Recognition #Video Surveillance and Tracking Methods
4. Joint Multimodal Transformer for Emotion Recognition in the Wild
   2024/03/15 by Paul Waligora, Waligora, Paul, Muhammad Haseeb Aslam +13 · 5 citations
   Agricultural and Biological Sciences · Environmental Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Food Supply Chain Traceability #Machine Learning (cs.LG) #Marine animal studies overview #Sound (cs.SD) #Water Quality Monitoring Technologies #electronic engineering #information engineering
5. Detection of Adversarial Attacks and Characterization of Adversarial\n Subspace
   2019/10/26 by Mohammad Esmaeilpour, Patrick Cardinal, Esmaeilpour, Mohammad +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection
6. Textualized and Feature-based Models for Compound Multimodal Emotion Recognition in the Wild
   2024/07/17 by Nicolas Richet, Soufiane Belharbi, Richet, Nicolas +19 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
7. Multi-Discriminator Sobolev Defense-GAN Against Adversarial Attacks for End-to-End Speech Systems
   2021/03/15 by Mohammad Esmaeilpour, Esmaeilpour, Mohammad, Patrick Cardinal +3 · 1 citation
   Computer Science · #Hate Speech and Cyberbullying Detection #Speech Recognition and Synthesis #Adversarial Robustness in Machine Learning
8. Multi Teacher Privileged Knowledge Distillation for Multimodal Expression Recognition
   2024/08/16 by Muhammad Haseeb Aslam, Aslam, Muhammad Haseeb, Marco Pedersoli +5 · 2 citations
   Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Speech and dialogue systems #Subtitles and Audiovisual Media
9. Named Entity Recognition for Audio De-Identification
   2022/04/26 by Guillaume Baril, Patrick Cardinal, Baril, Guillaume +3 · 1 citation
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
10. Style Transfer Applied to Face Liveness Detection with User-Centered Models
    2019/07/16 by A R Israel Laurensi, Luciana Trinkaus Menon, R., Israel A. Laurensi +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #Video Surveillance and Tracking Methods
11. BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Digital Behavioural Change
    2025/05/25 by Manuela González‐González, González-González, Manuela, Soufiane Belharbi +15 · 3 citations
    Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Digital Mental Health Interventions #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing
12. Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues
    2024/02/01 by Soufiane Belharbi, Belharbi, Soufiane, Marco Pedersoli +7 · 1 citation
    Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences