Manuel Milling

47 papers A 3B 1Misc 1Journal 32Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Efficiency and Performance in Deepfake Audio Detection through Neuron-level Dropin & Neuroplasticity Mechanisms. CoRR Yupei Li, Shuaijie Shao, Manuel Milling, Björn W. Schuller
2026	J	`jnl`	How Class Ontology and Data Scale Affect Audio Transfer Learning. CoRR Manuel Milling, Andreas Triantafyllopoulos, Alexander Gebhard, Simon David Noel Rampp, Björn W. Schuller
2025	J	`jnl`	Audio-Based Kinship Verification Using Age Domain Conversion. IEEE Signal Process. Lett. Qiyang Sun, Alican Akman, Xin Jing, Manuel Milling, Björn W. Schuller
2025	B	`conf`	Discourse Features Enhance Detection of Document-Level Machine-Generated Content. IJCNN Yupei Li, Manuel Milling, Lucia Specia, Björn W. Schuller
2025	J	`jnl`	Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge. CoRR Yupei Li, Shuaijie Shao, Manuel Milling, Björn W. Schuller
2025	J	`jnl`	Large language models for depression recognition in spoken language integrating psychological knowledge. Frontiers Comput. Sci. Yupei Li, Shuaijie Shao, Manuel Milling, Björn W. Schuller
2025	J	`jnl`	Neuroplasticity in Artificial Intelligence - An Overview and Inspirations on Drop In & Out Learning. CoRR Yupei Li, Manuel Milling, Björn W. Schuller
2024	—	`conf`	An Automatic Analysis of Ultrasound Vocalisations for the Prediction of Interaction Context in Captive Egyptian Fruit Bats. EUSIPCO Andreas Triantafyllopoulos, Alexander Gebhard, Manuel Milling, Simon David Noel Rampp, Björn W. Schuller
2024	J	`jnl`	An automatic analysis of ultrasound vocalisations for the prediction of interaction context in captive Egyptian fruit bats. CoRR Andreas Triantafyllopoulos, Alexander Gebhard, Manuel Milling, Simon David Noel Rampp, Björn W. Schuller
2024	A	`conf`	Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition. INTERSPEECH Oliver Schrüfer, Manuel Milling, Felix Burkhardt, Florian Eyben, Björn W. Schuller
2024	J	`jnl`	Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition. CoRR Oliver Schrüfer, Manuel Milling, Felix Burkhardt, Florian Eyben, Björn W. Schuller
2024	J	`jnl`	Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance. CoRR Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan, Björn W. Schuller
2024	J	`jnl`	Audio Enhancement for Computer Audition - An Iterative Training Paradigm Using Sample Importance. J. Comput. Sci. Technol. Manuel Milling, Shuo Liu, Andreas Triantafyllopoulos, Ilhan Aslan, Björn W. Schuller
2024	J	`jnl`	Audio-based Kinship Verification Using Age Domain Conversion. CoRR Qiyang Sun, Alican Akman, Xin Jing, Manuel Milling, Björn W. Schuller
2024	J	`jnl`	Automatic Bird Sound Source Separation Based on Passive Acoustic Devices in Wild Environment. IEEE Internet Things J. Jiangjian Xie, Yuwei Shi, Dongming Ni, Manuel Milling, Shuo Liu, Junguo Zhang, Kun Qian, Björn W. Schuller
2024	Misc	`conf`	Bringing the Discussion of Minima Sharpness to the Audio Domain: A Filter-Normalised Evaluation for Acoustic Scene Classification. ICASSP Manuel Milling, Andreas Triantafyllopoulos, Iosif Tsangko, Simon David Noel Rampp, Björn Wolfgang Schuller
2024	J	`jnl`	Challenges in Observing the Emotions of Children with Autism Interacting with a Social Robot. Int. J. Soc. Robotics Duygun Erol Barkana, Katrin D. Bartl-Pokorny, Hatice Kose, Agnieszka Landowska, Manuel Milling, Ben Robins, Björn W. Schuller, Pinar Uluer, Michal R. Wróbel, Tatjana Zorcec
2024	J	`jnl`	Detecting Document-level Paraphrased Machine Generated Content: Mimicking Human Writing Style and Involving Discourse Features. CoRR Yupei Li, Manuel Milling, Lucia Specia, Björn W. Schuller
2024	J	`jnl`	Does the Definition of Difficulty Matter? Scoring Functions and their Role for Curriculum Learning. CoRR Simon David Noel Rampp, Manuel Milling, Andreas Triantafyllopoulos, Björn W. Schuller
2024	J	`jnl`	From Audio Deepfake Detection to AI-Generated Music Detection - A Pathway and Overview. CoRR Yupei Li, Manuel Milling, Lucia Specia, Björn W. Schuller
2024	A	`conf`	INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. INTERSPEECH Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Björn W. Schuller
2024	J	`jnl`	INTERSPEECH 2009 Emotion Challenge Revisited: Benchmarking 15 Years of Progress in Speech Emotion Recognition. CoRR Andreas Triantafyllopoulos, Anton Batliner, Simon David Noel Rampp, Manuel Milling, Björn W. Schuller
2024	—	`conf`	Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. ACL (Findings) Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
2024	J	`jnl`	Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning. CoRR Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
2024	J	`jnl`	autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks. CoRR Simon David Noel Rampp, Andreas Triantafyllopoulos, Manuel Milling, Björn W. Schuller
2023	J	`jnl`	Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification. CoRR Manuel Milling, Andreas Triantafyllopoulos, Iosif Tsangko, Simon David Noel Rampp, Björn Wolfgang Schuller
2023	J	`jnl`	HEAR4Health: A blueprint for making computer audition a staple of modern healthcare. CoRR Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023	J	`jnl`	HEAR4Health: a blueprint for making computer audition a staple of modern healthcare. Frontiers Digit. Health Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
2023	—	`conf`	NeuroCellCentreDB: Exploring a Novel Dataset for Neuron-like Cell Centre Detection with Deep Neural Networks. EMBC Manuel Milling, Michelle Lienhart, Yuliia Oksymets, Alexander Gebhard, Manuel Brugger, Christoph Westerhausen, Björn W. Schuller
2022	J	`jnl`	Automatic Emotion Modelling in Written Stories. CoRR Lukas Christ, Shahin Amiriparian, Manuel Milling, Ilhan Aslan, Björn W. Schuller
2022	—	`conf`	Depression Diagnosis and Forecast based on Mobile Phone Sensor Data. EMBC Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022	J	`jnl`	Depression Diagnosis and Forecast based on Mobile Phone Sensor Data. CoRR Xiangheng He, Andreas Triantafyllopoulos, Alexander Kathan, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022	J	`jnl`	Evaluating the Impact of Voice Activity Detection on Speech Emotion Recognition for Autistic Children. Frontiers Comput. Sci. Manuel Milling, Alice Baird, Katrin D. Bartl-Pokorny, Shuo Liu, Alyssa M. Alcorn, Jie Shen, Teresa Tavassoli, Eloise Ainger, Elizabeth Pellicano, Maja Pantic, Nicholas Cummins, Björn W. Schuller
2022	J	`jnl`	Is Speech the New Blood? Recent Progress in AI-Based Disease Detection From Audio in a Nutshell. Frontiers Digit. Health Manuel Milling, Florian B. Pokorny, Katrin D. Bartl-Pokorny, Björn W. Schuller
2022	—	`conf`	Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting. EMBC Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022	J	`jnl`	Journaling Data for Daily PHQ-2 Depression Prediction and Forecasting. CoRR Alexander Kathan, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Tianhao Yan, Srividya Tirunellai Rajamani, Ludwig Küster, Mathias Harrer, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022	—	`conf`	Online Personalisation of Deep Mobile Activity Recognisers. iWOAR Manuel Milling, Ilhan Aslan, Moritz Berghofer, Adria Mallol-Ragolta, Utkarsh Kunwar, Björn Wolfgang Schuller
2022	J	`jnl`	Personalised depression forecasting using mobile sensor data and ecological momentary assessment. Frontiers Digit. Health Alexander Kathan, Mathias Harrer, Ludwig Küster, Andreas Triantafyllopoulos, Xiangheng He, Manuel Milling, Maurice Gerczuk, Tianhao Yan, Srividya Tirunellai Rajamani, Elena Heber, Inga Grossmann, David D. Ebert, Björn W. Schuller
2022	J	`jnl`	Predicting Sex and Stroke Success - Computer-aided Player Grunt Analysis in Tennis Matches. CoRR Lukas Stappen, Manuel Milling, Valentin Munst, Korakot Hoffmann, Björn W. Schuller
2021	A	`conf`	A Prototypical Network Approach for Evaluating Generated Emotional Speech. Interspeech Alice Baird, Silvan Mertes, Manuel Milling, Lukas Stappen, Thomas Wiest, Elisabeth André, Björn W. Schuller
2021	—	`conf`	Emotion Recognition in Public Speaking Scenarios Utilising An LSTM-RNN Approach with Attention. SLT Alice Baird, Shahin Amiriparian, Manuel Milling, Björn W. Schuller
2021	—	`conf`	Fairness and Underspecification in Acoustic Scene Classification: The Case for Disaggregated Evaluations. DCASE Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller
2021	J	`jnl`	Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations. CoRR Andreas Triantafyllopoulos, Manuel Milling, Konstantinos Drossos, Björn W. Schuller
2021	J	`jnl`	On the Impact of Word Error Rate on Acoustic-Linguistic Speech Emotion Recognition: An Update for the Deep Learning Era. CoRR Shahin Amiriparian, Artem Sokolov, Ilhan Aslan, Lukas Christ, Maurice Gerczuk, Tobias Hübner, Dmitry Lamanov, Manuel Milling, Sandra Ottl, Ilya Poduremennykh, Evgeniy Shuranov, Björn W. Schuller
2021	—	`conf`	Supervised Contrastive Learning for Game-Play Frustration Detection from Speech. HCI (7) Meishu Song, Emilia Parada-Cabaleiro, Shuo Liu, Manuel Milling, Alice Baird, Zijiang Yang, Björn W. Schuller
2019	—	`conf`	Emotion and Themes Recognition in Music Utilising Convolutional and Recurrent Neural Networks. MediaEval Shahin Amiriparian, Maurice Gerczuk, Eduardo Coutinho, Alice Baird, Sandra Ottl, Manuel Milling, Björn W. Schuller
2019	J	`jnl`	Synchronization in Interpersonal Speech. Frontiers Robotics AI Shahin Amiriparian, Jing Han, Maximilian Schmitt, Alice Baird, Adria Mallol-Ragolta, Manuel Milling, Maurice Gerczuk, Björn W. Schuller