| 2025 | ICTAI | Feature Space Topology Control via Hopkins Loss. | Einari Vaaras, Manu Airaksinen |
| 2022 | Interspeech | Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition. | Einari Vaaras, Manu Airaksinen, Okko Rsnen |
| 2019 | ICASSP | Data Augmentation Strategies for Neural Network F0 Estimation. | Manu Airaksinen, Lauri Juvela, Paavo Alku, Okko Rsnen |
| 2018 | ICASSP | Speech Waveform Synthesis from MFCC Sequences with Generative Adversarial Networks. | Lauri Juvela, Bajibabu Bollepalli, Xin Wang, Hirokazu Kameoka, Manu Airaksinen, Junichi Yamagishi, Paavo Alku |
| 2018 | Interspeech | Time-regularized Linear Prediction for Noise-robust Extraction of the Spectral Envelope of Speech. | Manu Airaksinen, Lauri Juvela, Okko Rsnen, Paavo Alku |
| 2018 | Interspeech | Speaker-independent Raw Waveform Model for Glottal Excitation. | Lauri Juvela, Vassilis Tsiaras, Bajibabu Bollepalli, Manu Airaksinen, Junichi Yamagishi, Paavo Alku |
| 2017 | ICASSP | Frequency-warped time-weighted linear prediction for glottal vocoding. | Manu Airaksinen, Bajibabu Bollepalli, Jouni Pohjalainen, Paavo Alku |
| 2017 | ICASSP | Lombard speech synthesis using long short-term memory recurrent neural networks. | Bajibabu Bollepalli, Manu Airaksinen, Paavo Alku |
| 2017 | Interspeech | Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs. | Manu Airaksinen, Paavo Alku |
| 2017 | Interspeech | Glottal Source Estimation from Coded Telephone Speech Using a Deep Neural Network. | N. P. Narendra, Manu Airaksinen, Paavo Alku |
| 2016 | ICASSP | Quasi closed phase analysis of speech signals using time varying weighted linear prediction for accurate formant tracking. | Dhananjaya N. Gowda, Manu Airaksinen, Paavo Alku |
| 2016 | ICASSP | High-pitched excitation generation for glottal vocoding in statistical parametric speech synthesis using a deep neural network. | Lauri Juvela, Bajibabu Bollepalli, Manu Airaksinen, Paavo Alku |
| 2016 | Interspeech | GlottDNN - A Full-Band Glottal Vocoder for Statistical Parametric Speech Synthesis. | Manu Airaksinen, Bajibabu Bollepalli, Lauri Juvela, Zhizheng Wu, Simon King, Paavo Alku |
| 2016 | Interspeech | Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization. | Manu Airaksinen, Lauri Juvela, Tom Bckstrm, Paavo Alku |
| 2016 | Interspeech | Majorisation-Minimisation Based Optimisation of the Composite Autoregressive System with Application to Glottal Inverse Filtering. | Lauri Juvela, Hirokazu Kameoka, Manu Airaksinen, Junichi Yamagishi, Paavo Alku |
| 2016 | Interspeech | Using Text and Acoustic Features in Predicting Glottal Excitation Waveforms for Parametric Speech Synthesis with Recurrent Neural Networks. | Lauri Juvela, Xin Wang, Shinji Takaki, Manu Airaksinen, Junichi Yamagishi, Paavo Alku |
| 2015 | ICASSP | Noise robust estimation of the voice source using a deep neural network. | Manu Airaksinen, Tuomo Raitio, Paavo Alku |
| 2015 | Interspeech | Glottal inverse filtering based on quadratic programming. | Manu Airaksinen, Tom Bckstrm, Paavo Alku |
| 2014 | Interspeech | Parameterization of the glottal source with the phase plane plot. | Manu Airaksinen, Paavo Alku |
| 2014 | Interspeech | Automatic estimation of the lip radiation effect in glottal inverse filtering. | Manu Airaksinen, Tom Bckstrm, Paavo Alku |
| 2013 | Interspeech | Quasi closed phase analysis for glottal inverse filtering. | Manu Airaksinen, Brad H. Story, Paavo Alku |
| 2013 | Interspeech | Analysis and synthesis of shouted speech. | Tuomo Raitio, Antti Suni, Jouni Pohjalainen, Manu Airaksinen, Martti Vainio, Paavo Alku |