Manu Airaksinen

45 papers A 14B 1Misc 7Journal 21Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evaluating Interactive 2D Visualization as a Sample Selection Strategy for Biomedical Time-Series Data Annotation. CoRR Einari Vaaras, Manu Airaksinen, Okko Räsänen
2025	B	`conf`	Feature Space Topology Control via Hopkins Loss. ICTAI Einari Vaaras, Manu Airaksinen
2025	J	`jnl`	Feature Space Topology Control via Hopkins Loss. CoRR Einari Vaaras, Manu Airaksinen
2025	J	`jnl`	IAR 2.0: An Algorithm for Refining Inconsistent Annotations for Time-Series Data Using Discriminative Classifiers. IEEE Access Einari Vaaras, Manu Airaksinen, Okko Räsänen
2025	J	`jnl`	PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse. IEEE Access Einari Vaaras, Manu Airaksinen, Okko Räsänen
2024	J	`jnl`	Modeling 3D Infant Kinetics Using Adaptive Graph Convolutional Networks. CoRR Daniel Holmberg, Manu Airaksinen, Viviana Marchi, Andrea Guzzetta, Anna Kivi, Leena M. Haataja, Sampsa Vanhatalo, Teemu Roos
2024	J	`jnl`	PFML: Self-Supervised Learning of Time-Series Data Without Representation Collapse. CoRR Einari Vaaras, Manu Airaksinen, Okko Räsänen
2023	J	`jnl`	Comparison of End-to-End Neural Network Architectures and Data Augmentation Methods for Automatic Infant Motility Assessment Using Wearable Sensors. Sensors Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2023	—	`conf`	Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. EMBC Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2023	J	`jnl`	Evaluation of self-supervised pre-training for automatic infant movement classification using wearable movement sensors. CoRR Einari Vaaras, Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2022	A	`conf`	Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition. INTERSPEECH Einari Vaaras, Manu Airaksinen, Okko Räsänen
2022	J	`jnl`	Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition. CoRR Einari Vaaras, Manu Airaksinen, Okko Räsänen
2021	J	`jnl`	Comparison of end-to-end neural network architectures and data augmentation methods for automatic infant motility assessment using wearable sensors. CoRR Manu Airaksinen, Sampsa Vanhatalo, Okko Räsänen
2019	J	`jnl`	Automatic Posture and Movement Tracking of Infants with Wearable Movement Sensors. CoRR Manu Airaksinen, Okko Räsänen, Elina Ilén, Taru Häyrinen, Anna Kivi, Viviana Marchi, Anastasia Gallen, Sonja Blom, Anni Varhe, Nico Kaartinen, Leena M. Haataja, Sampsa Vanhatalo
2019	Misc	`conf`	Data Augmentation Strategies for Neural Network F0 Estimation. ICASSP Manu Airaksinen, Lauri Juvela, Paavo Alku, Okko Räsänen
2019	J	`jnl`	Estimation of the glottal source from coded telephone speech using deep neural networks. Speech Commun. N. P. Narendra, Manu Airaksinen, Brad H. Story, Paavo Alku
2019	J	`jnl`	Normal-to-Lombard adaptation of speech synthesis using long short-term memory recurrent neural networks. Speech Commun. Bajibabu Bollepalli, Lauri Juvela, Manu Airaksinen, Cassia Valentini-Botinhao, Paavo Alku
2019	J	`jnl`	OPENGLOT - An open environment for the evaluation of glottal inverse filtering. Speech Commun. Paavo Alku, Tiina Murtola, Jarmo Malinen, Juha Kuortti, Brad H. Story, Manu Airaksinen, Mika Salmi, Erkki Vilkman, Ahmed Geneid
2018	J	`jnl`	A Comparison Between STRAIGHT, Glottal, and Sinusoidal Vocoding in Statistical Parametric Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. Manu Airaksinen, Lauri Juvela, Bajibabu Bollepalli, Junichi Yamagishi, Paavo Alku
2018	A	`conf`	Speaker-independent Raw Waveform Model for Glottal Excitation. INTERSPEECH Lauri Juvela, Vassilis Tsiaras, Bajibabu Bollepalli, Manu Airaksinen, Junichi Yamagishi, Paavo Alku
2018	J	`jnl`	Speaker-independent raw waveform model for glottal excitation. CoRR Lauri Juvela, Vassilis Tsiaras, Bajibabu Bollepalli, Manu Airaksinen, Junichi Yamagishi, Paavo Alku
2018	Misc	`conf`	Speech Waveform Synthesis from MFCC Sequences with Generative Adversarial Networks. ICASSP Lauri Juvela, Bajibabu Bollepalli, Xin Wang, Hirokazu Kameoka, Manu Airaksinen, Junichi Yamagishi, Paavo Alku
2018	J	`jnl`	Speech waveform synthesis from MFCC sequences with generative adversarial networks. CoRR Lauri Juvela, Bajibabu Bollepalli, Xin Wang, Hirokazu Kameoka, Manu Airaksinen, Junichi Yamagishi, Paavo Alku
2018	A	`conf`	Time-regularized Linear Prediction for Noise-robust Extraction of the Spectral Envelope of Speech. INTERSPEECH Manu Airaksinen, Lauri Juvela, Okko Räsänen, Paavo Alku
2017	A	`conf`	Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs. INTERSPEECH Manu Airaksinen, Paavo Alku
2017	Misc	`conf`	Frequency-warped time-weighted linear prediction for glottal vocoding. ICASSP Manu Airaksinen, Bajibabu Bollepalli, Jouni Pohjalainen, Paavo Alku
2017	A	`conf`	Glottal Source Estimation from Coded Telephone Speech Using a Deep Neural Network. INTERSPEECH N. P. Narendra, Manu Airaksinen, Paavo Alku
2017	J	`jnl`	Glottal Vocoding With Frequency-Warped Time-Weighted Linear Prediction. IEEE Signal Process. Lett. Manu Airaksinen, Bajibabu Bollepalli, Jouni Pohjalainen, Paavo Alku
2017	Misc	`conf`	Lombard speech synthesis using long short-term memory recurrent neural networks. ICASSP Bajibabu Bollepalli, Manu Airaksinen, Paavo Alku
2017	J	`jnl`	Quadratic Programming Approach to Glottal Inverse Filtering by Joint Norm-1 and Norm-2 Optimization. IEEE ACM Trans. Audio Speech Lang. Process. Manu Airaksinen, Tom Bäckström, Paavo Alku
2016	A	`conf`	Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization. INTERSPEECH Manu Airaksinen, Lauri Juvela, Tom Bäckström, Paavo Alku
2016	A	`conf`	GlottDNN - A Full-Band Glottal Vocoder for Statistical Parametric Speech Synthesis. INTERSPEECH Manu Airaksinen, Bajibabu Bollepalli, Lauri Juvela, Zhizheng Wu, Simon King, Paavo Alku
2016	Misc	`conf`	High-pitched excitation generation for glottal vocoding in statistical parametric speech synthesis using a deep neural network. ICASSP Lauri Juvela, Bajibabu Bollepalli, Manu Airaksinen, Paavo Alku
2016	A	`conf`	Majorisation-Minimisation Based Optimisation of the Composite Autoregressive System with Application to Glottal Inverse Filtering. INTERSPEECH Lauri Juvela, Hirokazu Kameoka, Manu Airaksinen, Junichi Yamagishi, Paavo Alku
2016	Misc	`conf`	Quasi closed phase analysis of speech signals using time varying weighted linear prediction for accurate formant tracking. ICASSP Dhananjaya N. Gowda, Manu Airaksinen, Paavo Alku
2016	—	`conf`	The NII speech synthesis entry for Blizzard Challenge 2016. Blizzard Challenge Lauri Juvela, Xin Wang, Shinji Takaki, Sangjin Kim, Manu Airaksinen, Junichi Yamagishi
2016	A	`conf`	Using Text and Acoustic Features in Predicting Glottal Excitation Waveforms for Parametric Speech Synthesis with Recurrent Neural Networks. INTERSPEECH Lauri Juvela, Xin Wang, Shinji Takaki, Manu Airaksinen, Junichi Yamagishi, Paavo Alku
2015	A	`conf`	Glottal inverse filtering based on quadratic programming. INTERSPEECH Manu Airaksinen, Tom Bäckström, Paavo Alku
2015	Misc	`conf`	Noise robust estimation of the voice source using a deep neural network. ICASSP Manu Airaksinen, Tuomo Raitio, Paavo Alku
2014	A	`conf`	Automatic estimation of the lip radiation effect in glottal inverse filtering. INTERSPEECH Manu Airaksinen, Tom Bäckström, Paavo Alku
2014	J	`jnl`	Automatic glottal inverse filtering with the Markov chain Monte Carlo method. Comput. Speech Lang. Harri Auvinen, Tuomo Raitio, Manu Airaksinen, Samuli Siltanen, Brad H. Story, Paavo Alku
2014	A	`conf`	Parameterization of the glottal source with the phase plane plot. INTERSPEECH Manu Airaksinen, Paavo Alku
2014	J	`jnl`	Quasi Closed Phase Glottal Inverse Filtering Analysis With Weighted Linear Prediction. IEEE ACM Trans. Audio Speech Lang. Process. Manu Airaksinen, Tuomo Raitio, Brad H. Story, Paavo Alku
2013	A	`conf`	Analysis and synthesis of shouted speech. INTERSPEECH Tuomo Raitio, Antti Suni, Jouni Pohjalainen, Manu Airaksinen, Martti Vainio, Paavo Alku
2013	A	`conf`	Quasi closed phase analysis for glottal inverse filtering. INTERSPEECH Manu Airaksinen, Brad H. Story, Paavo Alku