Segregation of Speakers for Speaker Adaptation in TV News Audio. - Ulpu Remes; Janne Pylkkönen; Mikko Kurimo (ICASSP (4), 2007)

Missing feature reconstruction and acoustic model adaptation combined for large vocabulary continuous speech recognition. - Ulpu Remes; Kalle J. Palomäki; Mikko Kurimo (EUSIPCO, 2008)

Robust automatic speech recognition using acoustic model adaptation prior to missing feature reconstruction. - Ulpu Remes; Kalle J. Palomäki; Mikko Kurimo (EUSIPCO, 2009)

Comparison of noise robust methods in large vocabulary speech recognition. - Sami Keronen; Ulpu Remes; Kalle J. Palomäki; Tuomas Virtanen; Mikko Kurimo (EUSIPCO, 2010)

Observation uncertainty measures for sparse imputation. - Jort F. Gemmeke; Ulpu Remes; Kalle J. Palomäki (INTERSPEECH, 2010)

Speech bandwidth extension using Gaussian mixture model-based estimation of the highband mel spectrum. - Hannu Pulakka; Ulpu Remes; Kalle J. Palomäki; Mikko Kurimo; Paavo Alku (ICASSP, 2011)

Uncertainty Measures for Improving Exemplar-Based Source Separation. - Heikki Kallasjoki; Ulpu Remes; Jort F. Gemmeke; Tuomas Virtanen; Kalle J. Palomäki (INTERSPEECH, 2011)

Low-Frequency Bandwidth Extension of Telephone Speech Using Sinusoidal Synthesis and Gaussian Mixture Model. - Hannu Pulakka; Ulpu Remes; Santeri Yrttiaho; Kalle J. Palomäki; Mikko Kurimo; Paavo Alku (INTERSPEECH, 2011)

GMM-Based Missing-Feature Reconstruction on Multi-Frame Windows. - Ulpu Remes; Yoshihiko Nankaku; Keiichi Tokuda (INTERSPEECH, 2011)

Sparse imputation for large vocabulary noise robust ASR. - Jort F. Gemmeke; Bert Cranen; Ulpu Remes (Comput. Speech Lang., 2011)

Missing-Feature Reconstruction With a Bounded Nonlinear State-Space Model. - Ulpu Remes; Kalle J. Palomäki; Tapani Raiko; Antti Honkela; Mikko Kurimo (IEEE Signal Process. Lett., 2011)

Missing-Data Techniques: Feature Reconstruction. - Jort Florent Gemmeke; Ulpu Remes (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

Bandwidth Extension of Telephone Speech to Low Frequencies Using Sinusoidal Synthesis and a Gaussian Mixture Model. - Hannu Pulakka; Ulpu Remes; Santeri Yrttiaho; Kalle J. Palomäki; Mikko Kurimo; Paavo Alku (IEEE Trans. Speech Audio Process., 2012)

HMM-based speech synthesis adaptation using noisy data: Analysis and evaluation methods. - Reima Karhila; Ulpu Remes; Mikko Kurimo (ICASSP, 2013)

Bounded conditional mean imputation with an approximate posterior. - Ulpu Remes (INTERSPEECH, 2013)

Objective evaluation measures for speaker-adaptive HMM-TTS systems. - Ulpu Remes; Reima Karhila; Mikko Kurimo (SSW, 2013)

Mask estimation and imputation methods for missing data speech recognition in a multisource reverberant environment. - Sami Keronen; Heikki Kallasjoki; Ulpu Remes; Guy J. Brown; Jort F. Gemmeke; Kalle J. Palomäki (Comput. Speech Lang., 2013)

Spectral tilt modelling with GMMs for intelligibility enhancement of narrowband telephone speech. - Emma Jokinen; Ulpu Remes; Marko Takanen; Kalle J. Palomäki; Mikko Kurimo; Paavo Alku (INTERSPEECH, 2014)

Spectral tilt modelling with extrapolated GMMs for intelligibility enhancement of narrowband telephone speech. - Emma Jokinen; Ulpu Remes; Marko Takanen; Kalle J. Palomäki; Mikko Kurimo; Paavo Alku (IWAENC, 2014)

Noise in HMM-Based Speech Synthesis Adaptation: Analysis, Evaluation Methods and Experiments. - Reima Karhila; Ulpu Remes; Mikko Kurimo (IEEE J. Sel. Top. Signal Process., 2014)

Designing multichannel source separation based on single-channel source separation. - Ana Ramírez López; Nobutaka Ono; Ulpu Remes; Kalle J. Palomäki; Mikko Kurimo (ICASSP, 2015)

Comparison of Gaussian process regression and Gaussian mixture models in spectral tilt modelling for intelligibility enhancement of telephone speech. - Emma Jokinen; Ulpu Remes; Paavo Alku (INTERSPEECH, 2015)

Bounded Conditional Mean Imputation with Observation Uncertainties and Acoustic Model Adaptation. - Ulpu Remes; Ana Ramírez López; Kalle J. Palomäki; Mikko Kurimo (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

The Use of Read versus Conversational Lombard Speech in Spectral Tilt Modeling for Intelligibility Enhancement in Near-End Noise Conditions. - Emma Jokinen; Ulpu Remes; Paavo Alku (INTERSPEECH, 2016)

Comparing human and automatic speech recognition in a perceptual restoration experiment. - Ulpu Remes; Ana Ramírez López; Lauri Juvela; Kalle J. Palomäki; Guy J. Brown; Paavo Alku; Mikko Kurimo (Comput. Speech Lang., 2016)

Dirichlet process mixture models for clustering i-vector data. - Shreyas Seshadri; Ulpu Remes; Okko Räsänen (ICASSP, 2017)

Comparison of Non-Parametric Bayesian Mixture Models for Syllable Clustering and Zero-Resource Speech Processing. - Shreyas Seshadri; Ulpu Remes; Okko Räsänen (INTERSPEECH, 2017)

Intelligibility Enhancement of Telephone Speech Using Gaussian Process Regression for Normal-to-Lombard Spectral Tilt Conversion. - Emma Jokinen; Ulpu Remes; Paavo Alku (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

On the Jensen-Shannon divergence and the variation distance for categorical probability distributions. - Jukka Corander; Ulpu Remes; Timo Koski (Kybernetika, 2021)

Nonparametric likelihood-free inference with Jensen-Shannon divergence for simulator-based models with categorical output. - Jukka Corander; Ulpu Remes; Ida Holopainen; Timo Koski (CoRR, 2022)

Likelihood-free Model Choice for Simulator-based Models with the Jensen-Shannon Divergence. - Jukka Corander; Ulpu Remes; Timo Koski (CoRR, 2022)

Practical Equivariances via Relational Conditional Neural Processes. - Daolang Huang; Manuel Haussmann; Ulpu Remes; St John; Grégoire Clarté; Kevin Sebastian Luck; Samuel Kaski; Luigi Acerbi (NeurIPS, 2023)

Practical Equivariances via Relational Conditional Neural Processes. - Daolang Huang; Manuel Haussmann; Ulpu Remes; S. T. John; Grégoire Clarté; Kevin Sebastian Luck; Samuel Kaski; Luigi Acerbi (CoRR, 2023)

Amortized Probabilistic Conditioning for Optimization, Simulation and Inference. - Paul E. Chang; Nasrulloh Loka; Daolang Huang; Ulpu Remes; Samuel Kaski; Luigi Acerbi (CoRR, 2024)

Amortized Probabilistic Conditioning for Optimization, Simulation and Inference. - Paul Edmund Chang; Nasrulloh Ratu Bagus Satrio Loka; Daolang Huang; Ulpu Remes; Samuel Kaski; Luigi Acerbi (AISTATS, 2025)