Manu Airaksinen

Joined

May 2024

Names

Manu Airaksinen (Preferred)

Emails

****@helsinki.fi (Confirmed)

Personal Links

Career & Education History

Postdoc

Helsinki University Hospital (hus.fi)

2021 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse
Einari Vaaras, Manu Airaksinen, Okko Johannes Räsänen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks
Daniel Holmberg, Manu Airaksinen, Viviana Marchi, Andrea Guzzetta, Anna Kivi, Leena Haataja, Sampsa Vanhatalo, Teemu Roos
- CoRR 2024
- Readers: Everyone
Comparison of End-to-End Neural Network Architectures and Data Augmentation Methods for Automatic Infant Motility Assessment Using Wearable Sensors
Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
- Sensors 2023
- Readers: Everyone
Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors
Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
- EMBC 2023
- Readers: Everyone
Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition
Einari Vaaras, Manu Airaksinen, Okko Räsänen
- INTERSPEECH 2022
- Readers: Everyone
Comparison of end-to-end neural network architectures and data augmentation methods for automatic infant motility assessment using wearable sensors
Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
- CoRR 2021
- Readers: Everyone
OPENGLOT - An open environment for the evaluation of glottal inverse filtering
Paavo Alku, Tiina Murtola, Jarmo Malinen, Juha Kuortti, Brad H. Story, Manu Airaksinen, Mika Salmi, Erkki Vilkman, Ahmed Geneid
- Speech Commun. 2019
- Readers: Everyone
Estimation of the glottal source from coded telephone speech using deep neural networks
N. P. Narendra, Manu Airaksinen, Brad H. Story, Paavo Alku
- Speech Commun. 2019
- Readers: Everyone

View all 39 publications

Co-Authors

View all 43 co-authors