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Manuel Milling
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Towards automatic airborne pollen monitoring: From commercial devices to operational by mitigating class-imbalance in a deep learning approach
J Schaefer, M Milling, BW Schuller, B Bauer, JO Brunner, ...
Science of the Total Environment 796, 148932, 2021
232021
Is speech the new blood? recent progress in ai-based disease detection from audio in a nutshell
M Milling, FB Pokorny, KD Bartl-Pokorny, BW Schuller
Frontiers in digital health 4, 886615, 2022
192022
Emotion recognition in public speaking scenarios utilising an lstm-rnn approach with attention
A Baird, S Amiriparian, M Milling, BW Schuller
2021 IEEE spoken language technology workshop (SLT), 397-402, 2021
182021
On the impact of word error rate on acoustic-linguistic speech emotion recognition: An update for the deep learning era
S Amiriparian, A Sokolov, I Aslan, L Christ, M Gerczuk, T Hübner, ...
arXiv preprint arXiv:2104.10121, 2021
142021
Personalised depression forecasting using mobile sensor data and ecological momentary assessment
A Kathan, M Harrer, L Küster, A Triantafyllopoulos, X He, M Milling, ...
Frontiers in digital health 4, 964582, 2022
132022
Emotion and themes recognition in music utilising convolutional and recurrent neural networks
S Amiriparian, M Gerczuk, E Coutinho, A Baird, S Ottl, M Milling, ...
CEUR Workshop Proceedings 2670, 2019
132019
Synchronization in interpersonal speech
S Amiriparian, J Han, M Schmitt, A Baird, A Mallol-Ragolta, M Milling, ...
Frontiers in Robotics and AI 6, 116, 2019
122019
Evaluating the impact of voice activity detection on speech emotion recognition for autistic children
M Milling, A Baird, KD Bartl-Pokorny, S Liu, AM Alcorn, J Shen, ...
Frontiers in Computer Science 4, 837269, 2022
62022
Fairness and underspecification in acoustic scene classification: The case for disaggregated evaluations
A Triantafyllopoulos, M Milling, K Drossos, BW Schuller
arXiv preprint arXiv:2110.01506, 2021
62021
Depression diagnosis and forecast based on mobile phone sensor data
X He, A Triantafyllopoulos, A Kathan, M Milling, T Yan, ST Rajamani, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
32022
Journaling data for daily PHQ-2 depression prediction and forecasting
A Kathan, A Triantafyllopoulos, X He, M Milling, T Yan, ST Rajamani, ...
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
32022
A Prototypical Network Approach for Evaluating Generated Emotional Speech}}
A Baird, S Mertes, M Milling, L Stappen, T Wiest, E André, BW Schuller
Proc. Interspeech 2021, 3161-3165, 2021
32021
Automatic Emotion Modelling in Written Stories
L Christ, S Amiriparian, M Milling, I Aslan, BW Schuller
arXiv preprint arXiv:2212.11382, 2022
22022
Supervised contrastive learning for game-play frustration detection from speech
M Song, E Parada-Cabaleiro, S Liu, M Milling, A Baird, Z Yang, ...
International Conference on Human-Computer Interaction, 617-629, 2021
22021
Airborne pollen grain detection from partially labelled data utilising semi-supervised learning
B Jin, M Milling, MP Plaza, JO Brunner, C Traidl-Hoffmann, BW Schuller, ...
Science of The Total Environment 891, 164295, 2023
12023
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare
A Triantafyllopoulos, A Kathan, A Baird, L Christ, A Gebhard, M Gerczuk, ...
Frontiers in Digital Health 5, 1196079, 2023
12023
Bringing the Discussion of Minima Sharpness to the Audio Domain: A Filter-Normalised Evaluation for Acoustic Scene Classification
M Milling, A Triantafyllopoulos, I Tsangko, SDN Rampp, BW Schuller
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Automatic Bird Sound Source Separation Based On Passive Acoustic Devices in Wild Environment
J Xie, Y Shi, D Ni, M Milling, S Liu, J Zhang, K Qian, BW Schuller
IEEE Internet of Things Journal, 2024
2024
NeuroCellCentreDB: Exploring a Novel Dataset for Neuron-like Cell Centre Detection with Deep Neural Networks
M Milling, M Lienhart, Y Oksymets, A Gebhard, M Brugger, ...
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Online Personalisation of Deep Mobile Activity Recognisers
M Milling, I Aslan, M Berghofer, A Mallol-Ragolta, U Kunwar, BW Schuller
Proceedings of the 7th International Workshop on Sensor-based Activity …, 2022
2022
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