Gerczuk, Maurice

1. EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
   2021/03/10 by Maurice Gerczuk, Shahin Amiriparian, Gerczuk, Maurice +5 · 4 citations
   Computer Science · Psychology · #Audio and Speech Processing (eess.AS) #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
2. ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets
   2024/06/11 by Shahin Amiriparian, Amiriparian, Shahin, Filip Packań +5 · 7 citations
   Psychology · #68T10 #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #I.2
3. DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data
   2021/04/23 by Shahin Amiriparian, Tobias Hübner, Amiriparian, Shahin +7 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
4. The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests
   2023/04/28 by Björn W. Schuller, Anton Batliner, Schuller, Björn W. +23 · 2 citations
   Computer Science · #68 #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.7 #I.5.0 #J.3 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
5. Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment
   2024/06/26 by Maurice Gerczuk, Gerczuk, Maurice, Shahin Amiriparian +11 · 2 citations
   Psychology · Social Sciences · #68T10 #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #FOS: Electrical engineering #J.3 #Machine Learning (cs.LG) #Mental Health via Writing #Risk Perception and Management #Sound (cs.SD) #electronic engineering #information engineering
6. On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era
   2021/04/20 by Shahin Amiriparian, Artem Sokolov, Amiriparian, Shahin +21 · 1 citation
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.7 #I.5.0 #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
7. The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
   2022/05/13 by Björn W. Schuller, Anton Batliner, Schuller, Björn W. +27 · 1 citation
   Computer Science · #68 #Audio and Speech Processing (eess.AS) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #FOS: Electrical engineering #I.2.7 #I.5.0 #J.3 #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
8. The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition
   2024/06/11 by Shahin Amiriparian, Amiriparian, Shahin, Lukas Christ +19 · 1 citation
   Computer Science · Psychology · #68T10 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Humor Studies and Applications #I.2 #Sentiment Analysis and Opinion Mining
9. Non-Invasive Suicide Risk Prediction Through Speech Analysis
   2024/04/18 by Shahin Amiriparian, Amiriparian, Shahin, Maurice Gerczuk +13 · 1 citation
   Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #FOS: Electrical engineering #I.2 #Mental Health via Writing #Sound (cs.SD) #electronic engineering #information engineering