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Amiriparian, Shahin

  1. AVEC 2019 Workshop and Challenge: State-of-Mind, Detecting Depression with AI, and Cross-Cultural Affect Recognition
    2019/07/10 by Ringeval, Fabien, Schuller, Björn, Valstar, Michel +14 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks
    2017/12/12 by Michael Freitag, Shahin Amiriparian, Freitag, Michael +8 · 9 citations
    Computer Science · #Music and Audio Processing #Speech and Audio Processing #Music Technology and Sound Studies
  3. ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets
    2024/06/11 by Shahin Amiriparian, Filip Packań, Amiriparian, Shahin +5 · 6 citations
    Psychology · #68T10 #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #I.2
  4. DeepSpectrumLite: A Power-Efficient Transfer Learning Framework for Embedded Speech and Audio Processing from Decentralised Data
    2021/04/23 by Shahin Amiriparian, Amiriparian, Shahin, Tobias Hübner +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
  5. Towards Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results
    2022/09/28 by Lukas Christ, Shahin Amiriparian, Christ, Lukas +9 · 2 citations
    Psychology · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Humor Studies and Applications #Machine Learning (cs.LG) #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  6. COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition
    2022/06/12 by Mani Kumar Tellamekala, Shahin Amiriparian, Tellamekala, Mani Kumar +9 · 2 citations
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia (cs.MM) #Music and Audio Processing #Speech and Audio Processing
  7. The ACM Multimedia 2023 Computational Paralinguistics Challenge: Emotion Share & Requests
    2023/04/28 by Björn W. Schuller, Schuller, Björn W., Anton Batliner +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
  8. EmoNet: A Transfer Learning Framework for Multi-Corpus Speech Emotion Recognition
    2021/03/10 by Maurice Gerczuk, Gerczuk, Maurice, Shahin Amiriparian +5 · 1 citation
    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
  9. Improving Question Answering Performance Using Knowledge Distillation and Active Learning
    2021/09/26 by Boreshban, Yasaman, Mirbostani, Seyed Morteza, Ghassem-Sani, Gholamreza +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  10. 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, Amiriparian, Shahin, Artem Sokolov +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
  11. The ACM Multimedia 2022 Computational Paralinguistics Challenge: Vocalisations, Stuttering, Activity, & Mosquitoes
    2022/05/13 by Schuller, Björn W., Batliner, Anton, Amiriparian, Shahin +12 · 1 citation
    #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) #Sound (cs.SD) #electronic engineering #information engineering
  12. 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
  13. Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
    2024/06/04 by Christ, Lukas, Amiriparian, Shahin, Milling, Manuel +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Affective Computing Has Changed: The Foundation Model Disruption
    2024/09/13 by Schuller, Björn, Mallol-Ragolta, Adria, Almansa, Alejandro Peña +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  15. Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment
    2024/06/26 by Maurice Gerczuk, Gerczuk, Maurice, Shahin Amiriparian +11 · 1 citation
    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