Einari Vaaras

According to our database, Einari Vaaras authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Evaluating Interactive 2D Visualization as a Sample Selection Strategy for Biomedical Time-Series Data Annotation.

Einari Vaaras, Manu Airaksinen, Okko Räsänen

CoRR, March, 2026

2025

PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse.

Einari Vaaras, Manu Airaksinen, Okko Räsänen

IEEE Access, 2025

IAR 2.0: An Algorithm for Refining Inconsistent Annotations for Time-Series Data Using Discriminative Classifiers.

Einari Vaaras, Manu Airaksinen, Okko Räsänen

IEEE Access, 2025

Investigating Affect Mining Techniques for Annotation Sample Selection in the Creation of Finnish Affective Speech Corpus.

Kalle Lahtinen, Einari Vaaras, Liisa Mustanoja, Okko Räsänen

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Feature Space Topology Control via Hopkins Loss.

Einari Vaaras, Manu Airaksinen

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

2023

Development of a speech emotion recognizer for large-scale child-centered audio recordings from a hospital environment.

Einari Vaaras, Sari Ahlqvist-Björkroth, Konstantinos Drossos, Liisa Lehtonen, Okko Räsänen

Speech Commun., March, 2023

Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors.

Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition.

Einari Vaaras, Manu Airaksinen, Okko Räsänen

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit.

Einari Vaaras, Sari Ahlqvist-Björkroth, Konstantinos Drossos, Okko Räsänen

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021