PPaperPicks

Björn W. Schuller

Imperial College London, GLAM, UK

35 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6478-8699 ↗Google Scholar ↗Homepage ↗

Venues

InterSpeech ×24ACM MM ×7ACL ×2AAAI ×1ECCV ×1

Frequent coauthors

Erik Cambria
×6
Andreas Triantafyllopoulos
×6
Shahin Amiriparian
×6
Kun Qian
×5
Zheng Lian
×5
Guoying Zhao
×5
Jianhua Tao
×5
Haojie Zhang
×4
Yoshiharu Yamamoto
×4
Florian Eyben
×3
Xin Jing
×3
Bin Hu
×3

Papers

  1. Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
    ACL 2026 ·
    Xiutian Zhao
    , Björn W. Schuller,
    Berrak Sisman
  2. Articulatory Feature Prediction from Surface EMG during Speech Production
    InterSpeech 2025 ·
    Jihwan Lee
    ,
    Kevin Huang
    ,
    Kleanthis Avramidis
    ,
    Simon Pistrosch
    ,
    Monica González Machorro
    ,
    Yoonjeong Lee
    , Björn W. Schuller,
    Louis Goldstein
    ,
    Shrikanth Narayanan
  3. Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
    InterSpeech 2025 ·
    Yi Chang
    ,
    Zhao Ren
    ,
    Zhonghao Zhao
    ,
    Thanh Tam Nguyen
    ,
    Kun Qian
    ,
    Tanja Schultz
    , Björn W. Schuller
  4. CogMAEC'25: The 1st Workshop on Cognition-oriented Multimodal Affective and Empathetic Computing
    ACM MM 2025 ·
    Hao Fei
    ,
    Bobo Li
    ,
    Meng Luo
    ,
    Qian Liu
    ,
    Lizi Liao
    ,
    Fei Li
    ,
    Min Zhang
    , Björn W. Schuller,
    Mong-Li Lee
    ,
    Erik Cambria
  5. EmoDB 2.0: A Database of Emotional Speech in a World that is not Black or White but Grey
    InterSpeech 2025 ·
    Felix Burkhardt
    ,
    Oliver Schrüfer
    ,
    Uwe D. Reichel
    ,
    Hagen Wierstorf
    ,
    Anna Derington
    ,
    Florian Eyben
    , Björn W. Schuller
  6. Exploring the Power of Empirical Mode Decomposition for Sensing the Sound of Silence: A Pilot Study on Mice Autism Detection via Ultrasonic Vocalisation
    InterSpeech 2025 ·
    Chenhao Wu
    ,
    Xiangjun Cai
    ,
    Haojie Zhang
    ,
    Tianrui Jia
    ,
    Yilu Deng
    ,
    Kun Qian
    , Björn W. Schuller,
    Yoshiharu Yamamoto
    ,
    Jiang Liu
  7. MADUV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge
    InterSpeech 2025 ·
    Zijiang Yang
    ,
    Meishu Song
    ,
    Xin Jing
    ,
    Haojie Zhang
    ,
    Kun Qian
    ,
    Bin Hu
    ,
    Kota Tamada
    ,
    Toru Takumi
    , Björn W. Schuller,
    Yoshiharu Yamamoto
  8. MER 2025: When Affective Computing Meets Large Language Models
    ACM MM 2025 ·
    Zheng Lian
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Bin Liu
    ,
    Xuefei Liu
    ,
    Yazhou Zhang
    ,
    Xin Liu
    ,
    Yong Li
    ,
    Zebang Cheng
    ,
    Haolin Zuo
    ,
    Ziyang Ma
    ,
    Xiaojiang Peng
    ,
    Xie Chen
    ,
    Ya Li
    ,
    Erik Cambria
    ,
    Guoying Zhao
    , Björn W. Schuller,
    Jianhua Tao
  9. MRAC 2025: 3rd International Workshop on Multimodal, Generative and Responsible Affective Computing
    ACM MM 2025 ·
    Zheng Lian
    ,
    Shreya Ghosh
    ,
    Erik Cambria
    ,
    Zhixi Cai
    ,
    Guoying Zhao
    ,
    Abhinav Dhall
    , Björn W. Schuller,
    Roland Goecke
    ,
    Jianhua Tao
    ,
    Tom Gedeon
  10. ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis
    AAAI 2025 ·
    Xiangheng He
    ,
    Junjie Chen
    ,
    Zixing Zhang
    , Björn W. Schuller
  11. The First MPDD Challenge: Multimodal Personality-aware Depression Detection
    ACM MM 2025 ·
    Changzeng Fu
    ,
    Zelin Fu
    ,
    Qi Zhang
    ,
    Xinhe Kuang
    ,
    Jiacheng Dong
    ,
    Kaifeng Su
    ,
    Yikai Su
    ,
    Wenbo Shi
    ,
    Junfeng Yao
    ,
    Yuliang Zhao
    ,
    Shiqi Zhao
    ,
    Jiadong Wang
    ,
    Siyang Song
    ,
    Chaoran Liu
    ,
    Yuichiro Yoshikawa
    , Björn W. Schuller,
    Hiroshi Ishiguro
  12. "So . . . my child . . . " - How Child ADHD Influences the Way Parents Talk
    InterSpeech 2024 ·
    Anika A. Spiesberger
    ,
    Andreas Triantafyllopoulos
    ,
    Alexander Kathan
    ,
    Anastasia Semertzidou
    ,
    Caterina Gawrilow
    ,
    Tilman Reinelt
    ,
    Wolfgang A. Rauch
    , Björn W. Schuller
  13. A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection
    InterSpeech 2024 ·
    Stefan Kalabakov
    ,
    Monica González Machorro
    ,
    Florian Eyben
    , Björn W. Schuller,
    Bert Arnrich
  14. Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition
    InterSpeech 2024 ·
    Oliver Schrüfer
    ,
    Manuel Milling
    ,
    Felix Burkhardt
    ,
    Florian Eyben
    , Björn W. Schuller
  15. DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition
    InterSpeech 2024 ·
    Xin Jing
    ,
    Luyang Zhang
    ,
    Jiangjian Xie
    ,
    Alexander Gebhard
    ,
    Alice Baird
    , Björn W. Schuller
  16. DGPN: A Dual Graph Prototypical Network for Few-Shot Speech Spoofing Algorithm Recognition
    InterSpeech 2024 ·
    Zirui Ge
    ,
    Xinzhou Xu
    ,
    Haiyan Guo
    ,
    Tingting Wang
    ,
    Zhen Yang
    , Björn W. Schuller
  17. E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition
    InterSpeech 2024 ·
    Liuxian Ma
    ,
    Lin Shen
    ,
    Ruobing Li
    ,
    Haojie Zhang
    ,
    Kun Qian
    ,
    Bin Hu
    , Björn W. Schuller,
    Yoshiharu Yamamoto
  18. EGIC: Enhanced Low-Bit-Rate Generative Image Compression Guided by Semantic Segmentation
    ECCV 2024 ·
    Nikolai Körber
    ,
    Eduard Kromer
    ,
    Andreas Siebert
    ,
    Sascha Hauke
    ,
    Daniel Mueller-Gritschneder
    , Björn W. Schuller
  19. Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition
    InterSpeech 2024 ·
    Andreas Triantafyllopoulos
    , Björn W. Schuller
  20. Evaluating Transformer-Enhanced Deep Reinforcement Learning for Speech Emotion Recognition
    InterSpeech 2024 ·
    Siddique Latif
    ,
    Raja Jurdak
    , Björn W. Schuller
  21. ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets
    InterSpeech 2024 ·
    Shahin Amiriparian
    ,
    Filip Packan
    ,
    Maurice Gerczuk
    , Björn W. Schuller
  22. Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment
    InterSpeech 2024 ·
    Maurice Gerczuk
    ,
    Shahin Amiriparian
    ,
    Justina Lutz
    ,
    Wolfgang Strube
    ,
    Irina Papazova
    ,
    Alkomiet Hasan
    , Björn W. Schuller
  23. Hierarchical Distribution Adaptation for Unsupervised Cross-corpus Speech Emotion Recognition
    InterSpeech 2024 ·
    Cheng Lu
    ,
    Yuan Zong
    ,
    Yan Zhao
    ,
    Hailun Lian
    ,
    Tianhua Qi
    , Björn W. Schuller,
    Wenming Zheng
  24. INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition
    InterSpeech 2024 ·
    Andreas Triantafyllopoulos
    ,
    Anton Batliner
    ,
    Simon David Noel Rampp
    ,
    Manuel Milling
    , Björn W. Schuller
  25. MER 2024: Semi-Supervised Learning, Noise Robustness, and Open-Vocabulary Multimodal Emotion Recognition
    ACM MM 2024 ·
    Zheng Lian
    ,
    Haiyang Sun
    ,
    Licai Sun
    ,
    Zhuofan Wen
    ,
    Siyuan Zhang
    ,
    Shun Chen
    ,
    Hao Gu
    ,
    Jinming Zhao
    ,
    Ziyang Ma
    ,
    Xie Chen
    ,
    Jiangyan Yi
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Bin Liu
    ,
    Erik Cambria
    ,
    Guoying Zhao
    , Björn W. Schuller,
    Jianhua Tao
  26. MFDR: Multiple-stage Fusion and Dynamically Refined Network for Multimodal Emotion Recognition
    InterSpeech 2024 ·
    Ziping Zhao
    ,
    Tian Gao
    ,
    Haishuai Wang
    , Björn W. Schuller
  27. MRAC'24 Track 2: 2nd International Workshop on Multimodal and Responsible Affective Computing
    ACM MM 2024 ·
    Zheng Lian
    ,
    Bin Liu
    ,
    Rui Liu
    ,
    Kele Xu
    ,
    Erik Cambria
    ,
    Guoying Zhao
    , Björn W. Schuller,
    Jianhua Tao
  28. Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
    ACL 2024 ·
    Lukas Christ
    ,
    Shahin Amiriparian
    ,
    Manuel Milling
    ,
    Ilhan Aslan
    , Björn W. Schuller
  29. Neural Compression Augmentation for Contrastive Audio Representation Learning
    InterSpeech 2024 ·
    Zhaoyu Wang
    ,
    Haohe Liu
    ,
    Harry Coppock
    , Björn W. Schuller,
    Mark D. Plumbley
  30. ParaCLAP - Towards a general language-audio model for computational paralinguistic tasks
    InterSpeech 2024 ·
    Xin Jing
    ,
    Andreas Triantafyllopoulos
    , Björn W. Schuller
  31. Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, MRAC 2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024
    ACM MM 2024 ·
    Jianhua Tao
    ,
    Shreya Ghosh
    ,
    Zheng Lian
    ,
    Zhixi Cai
    , Björn W. Schuller,
    Abhinav Dhall
    ,
    Guoying Zhao
    ,
    Dimitrios Kollias
    ,
    Erik Cambria
    ,
    Roland Goecke
    ,
    Tom Gedeon
  32. Real-world PTSD Recognition: A Cross-corpus and Cross-linguistic Evaluation
    InterSpeech 2024 ·
    Alexander Kathan
    ,
    Martin Bürger
    ,
    Andreas Triantafyllopoulos
    ,
    Sabrina Milkus
    ,
    Jonas Hohmann
    ,
    Pauline Muderlak
    ,
    Jürgen Schottdorf
    ,
    Richard Musil
    , Björn W. Schuller,
    Shahin Amiriparian
  33. Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification
    InterSpeech 2024 ·
    Xihang Qiu
    ,
    Lixian Zhu
    ,
    Zikai Song
    ,
    Zeyu Chen
    ,
    Haojie Zhang
    ,
    Kun Qian
    ,
    Ye Zhang
    ,
    Bin Hu
    ,
    Yoshiharu Yamamoto
    , Björn W. Schuller
  34. Sustained Vowels for Pre- vs Post-Treatment COPD Classification
    InterSpeech 2024 ·
    Andreas Triantafyllopoulos
    ,
    Anton Batliner
    ,
    Wolfgang Mayr
    ,
    Markus Fendler
    ,
    Florian B. Pokorny
    ,
    Maurice Gerczuk
    ,
    Shahin Amiriparian
    ,
    Thomas M. Berghaus
    , Björn W. Schuller
  35. This Paper Had the Smartest Reviewers - Flattery Detection Utilising an Audio-Textual Transformer-Based Approach
    InterSpeech 2024 ·
    Lukas Christ
    ,
    Shahin Amiriparian
    ,
    Friederike Hawighorst
    ,
    Ann-Kathrin Schill
    ,
    Angelo Boutalikakis
    ,
    Lorenz Graf-Vlachy
    ,
    Andreas König
    , Björn W. Schuller