| 2025 | Interspeech | Multi-Teacher Language-Aware Knowledge Distillation for Multilingual Speech Emotion Recognition. | Mehedi Hasan Bijoy, Dejan Porjazovski, Tams Grsz, Mikko Kurimo |
| 2025 | Interspeech | Is your model big enough? Training and interpreting large-scale monolingual speech foundation models. | Yaroslav Getman, Tams Grsz, Tommi Lehtonen, Mikko Kurimo |
| 2025 | Interspeech | Mispronunciation Detection Without L2 Pronunciation Dataset in Low-Resource Setting: A Case Study in Finland Swedish. | Nhan Phan, Mikko Kuronen, Maria Kautonen, Riikka Ullakonoja, Anna von Zansen, Yaroslav Getman, Ekaterina Voskoboinik, Tams Grsz, Mikko Kurimo |
| 2025 | Interspeech | Beyond Traditional Speech Modifications : Utilizing Self Supervised Features for Enhanced Zero-Shot Children ASR. | Abhijit Sinha, Hemant Kumar Kathania, Mikko Kurimo |
| 2024 | ACSSC | Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models. | Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo, Sudarsana Reddy Kadiri, Shrikanth Narayanan |
| 2024 | COLING | Collecting Linguistic Resources for Assessing Children's Pronunciation of Nordic Languages. | Anne Marte Haug Olstad, Anna Smolander, Sofia Strmbergsson, Sari Ylinen, Minna Lehtonen, Mikko Kurimo, Yaroslav Getman, Tams Grsz, Xinwei Cao, Torbjrn Svendsen, Giampiero Salvi |
| 2024 | ICASSP | Investigating the Clusters Discovered By Pre-Trained AV-HuBERT. | Anja Virkkunen, Marek Sarvas, Guangpu Huang, Tams Grsz, Mikko Kurimo |
| 2024 | Interspeech | Exploring adaptation techniques of large speech foundation models for low-resource ASR: a case study on Northern Smi. | Yaroslav Getman, Tams Grsz, Katri Hiovain-Asikainen, Mikko Kurimo |
| 2024 | Interspeech | What happens in continued pre-training? Analysis of self-supervised speech models with continued pre-training for colloquial Finnish ASR. | Yaroslav Getman, Tams Grsz, Mikko Kurimo |
| 2024 | Interspeech | Oversampling, Augmentation and Curriculum Learning for Speaking Assessment with Limited Training Data. | Tin Mei Lun, Ekaterina Voskoboinik, Ragheb Al-Ghezi, Tams Grsz, Mikko Kurimo |
| 2024 | Interspeech | CaptainA self-study mobile app for practising speaking: task completion assessment and feedback with generative AI. | Nhan Phan, Anna von Zansen, Maria Kautonen, Tams Grsz, Mikko Kurimo |
| 2024 | Interspeech | Automated content assessment and feedback for Finnish L2 learners in a picture description speaking task. | Nhan Phan, Anna von Zansen, Maria Kautonen, Ekaterina Voskoboinik, Tams Grsz, Raili Hildn, Mikko Kurimo |
| 2024 | Interspeech | Out-of-distribution generalisation in spoken language understanding. | Dejan Porjazovski, Anssi Moisio, Mikko Kurimo |
| 2023 | Interspeech | Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model. | Tams Grsz, Yaroslav Getman, Ragheb Al-Ghezi, Aku Rouhe, Mikko Kurimo |
| 2022 | COLING | When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and Its Intensity. | Khalid Alnajjar, Mika Hmlinen, Jrg Tiedemann, Jorma Laaksonen, Mikko Kurimo |
| 2022 | Interspeech | wav2vec2-based Speech Rating System for Children with Speech Sound Disorder. | Yaroslav Getman, Ragheb Al-Ghezi, Katja Voskoboinik, Tams Grsz, Mikko Kurimo, Giampiero Salvi, Torbjrn Svendsen, Sofia Strmbergsson |
| 2022 | Interspeech | Comparison and Analysis of New Curriculum Criteria for End-to-End ASR. | Georgios Karakasidis, Tams Grsz, Mikko Kurimo |
| 2022 | Interspeech | Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0. | Aku Rouhe, Anja Virkkunen, Juho Leinonen, Mikko Kurimo |
| 2021 | ICASSP | Vowel Non-Vowel Based Spectral Warping and Time Scale Modification for Improvement in Children's ASR. | Hemant Kumar Kathania, Avinash Kumar, Mikko Kurimo |
| 2021 | Interspeech | Self-Supervised End-to-End ASR for Low Resource L2 Swedish. | Ragheb Al-Ghezi, Yaroslav Getman, Aku Rouhe, Raili Hildn, Mikko Kurimo |
| 2020 | ICASSP | Study of Formant Modification for Children ASR. | Hemant Kumar Kathania, Sudarsana Reddy Kadiri, Paavo Alku, Mikko Kurimo |
| 2020 | ICASSP | Speaker-Aware Training of Attention-Based End-to-End Speech Recognition Using Neural Speaker Embeddings. | Aku Rouhe, Tuomas Kaseva, Mikko Kurimo |
| 2020 | Interspeech | Finnish ASR with Deep Transformer Models. | Abhilash Jain, Aku Rouhe, Stig-Arne Grnroos, Mikko Kurimo |
| 2020 | Interspeech | Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children's Speech. | Hemant Kumar Kathania, Mittul Singh, Tams Grsz, Mikko Kurimo |
| 2020 | Interspeech | FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics. | Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo |
| 2020 | Interspeech | Releasing a Toolkit and Comparing the Performance of Language Embeddings Across Various Spoken Language Identification Datasets. | Matias Lindgren, Tommi Jauhiainen, Mikko Kurimo |
| 2020 | LREC | Morfessor EM+Prune: Improved Subword Segmentation with Expectation Maximization and Pruning. | Stig-Arne Grnroos, Sami Virpioja, Mikko Kurimo |
| 2019 | ASRU | Spherediar: An Effective Speaker Diarization System for Meeting Data. | Tuomas Kaseva, Aku Rouhe, Mikko Kurimo |
| 2019 | Interspeech | Transparent Pronunciation Scoring Using Articulatorily Weighted Phoneme Edit Distance. | Reima Karhila, Anna-Riikka Smolander, Sari Ylinen, Mikko Kurimo |
| 2019 | Interspeech | Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search. | Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo |
| 2019 | IUI | RL-KLM: automating keystroke-level modeling with reinforcement learning. | Katri Leino, Antti Oulasvirta, Mikko Kurimo |
| 2019 | IUI | Computer-supported form design using keystroke-level modeling with reinforcement learning. | Katri Leino, Kashyap Todi, Antti Oulasvirta, Mikko Kurimo |
| 2018 | Interspeech | Captaina: Integrated Pronunciation Practice and Data Collection Portal. | Aku Rouhe, Reima Karhila, Aija Elg, Minnaleena Toivola, Peter Smit, Anna-Riikka Smolander, Mikko Kurimo |
| 2017 | ASRU | Character-based units for unlimited vocabulary continuous speech recognition. | Peter Smit, Siva Reddy Gangireddy, Seppo Enarvi, Sami Virpioja, Mikko Kurimo |
| 2017 | ASRU | Aalto system for the 2017 Arabic multi-genre broadcast challenge. | Peter Smit, Siva Reddy Gangireddy, Seppo Enarvi, Sami Virpioja, Mikko Kurimo |
| 2017 | ICASSP | LDA-based context dependent recurrent neural network language model using document-based topic distribution of words. | Md. Akmal Haidar, Mikko Kurimo |
| 2017 | Interspeech | SIAK - A Game for Foreign Language Pronunciation Learning. | Reima Karhila, Sari Ylinen, Seppo Enarvi, Kalle J. Palomki, Aleksander Nikulin, Olli Rantula, Vertti Viitanen, Krupakar Dhinakaran, Anna-Riikka Smolander, Heini Kallio, Katja Junttila, Maria Uther, Perttu Hmlinen, Mikko Kurimo |
| 2017 | Interspeech | Automatic Construction of the Finnish Parliament Speech Corpus. | Andr Mansikkaniemi, Peter Smit, Mikko Kurimo |
| 2017 | Interspeech | Reading Validation for Pronunciation Evaluation in the Digitala Project. | Aku Rouhe, Reima Karhila, Peter Smit, Mikko Kurimo |
| 2017 | Interspeech | Improved Subword Modeling for WFST-Based Speech Recognition. | Peter Smit, Sami Virpioja, Mikko Kurimo |
| 2016 | ICPRAM | Experiments on Adaptation Methods to Improve Acoustic Modeling for French Speech Recognition. | Saeideh Mirzaei, Pierrick Milhorat, Jrme Boudy, Grard Chollet, Mikko Kurimo |
| 2016 | Interspeech | TheanoLM - An Extensible Toolkit for Neural Network Language Modeling. | Seppo Enarvi, Mikko Kurimo |
| 2016 | Interspeech | Recurrent Neural Network Language Model with Incremental Updated Context Information Generated Using Bag-of-Words Representation. | Md. Akmal Haidar, Mikko Kurimo |
| 2016 | Interspeech | Digitala: An Augmented Test and Review Process Prototype for High-Stakes Spoken Foreign Language Examination. | Reima Karhila, Aku Rouhe, Peter Smit, Andr Mansikkaniemi, Heini Kallio, Erik Lindroos, Raili Hildn, Martti Vainio, Mikko Kurimo |
| 2015 | ICASSP | Designing multichannel source separation based on single-channel source separation. | Ana Ramrez Lpez, Nobutaka Ono, Ulpu Remes, Kalle J. Palomki, Mikko Kurimo |
| 2014 | ACL | Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy. | Miikka Silfverberg, Teemu Ruokolainen, Krister Lindn, Mikko Kurimo |
| 2014 | COLING | Morfessor FlatCat: An HMM-Based Method for Unsupervised and Semi-Supervised Learning of Morphology. | Stig-Arne Grnroos, Sami Virpioja, Peter Smit, Mikko Kurimo |
| 2014 | EACL | Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields. | Teemu Ruokolainen, Oskar Kohonen, Sami Virpioja, Mikko Kurimo |
| 2014 | EACL | Accelerated Estimation of Conditional Random Fields using a Pseudo-Likelihood-inspired Perceptron Variant. | Teemu Ruokolainen, Miikka Silfverberg, Mikko Kurimo, Krister Lindn |
| 2014 | EACL | Morfessor 2.0: Toolkit for statistical morphological segmentation. | Peter Smit, Sami Virpioja, Stig-Arne Grnroos, Mikko Kurimo |
| 2014 | ICASSP | Unsupervised feature extraction for multimedia event detection and ranking using audio content. | Ehsan Amid, Annamaria Mesaros, Kalle J. Palomki, Jorma Laaksonen, Mikko Kurimo |
| 2014 | Interspeech | On the role of missing data imputation and NMF feature enhancement in building synthetic voices using reverberant speech. | Dhananjaya N. Gowda, Heikki Kallasjoki, Reima Karhila, Cristian Contan, Kalle J. Palomki, Mircea Giurgiu, Mikko Kurimo |
| 2014 | Interspeech | Spectral tilt modelling with GMMs for intelligibility enhancement of narrowband telephone speech. | Emma Jokinen, Ulpu Remes, Marko Takanen, Kalle J. Palomki, Mikko Kurimo, Paavo Alku |
| 2014 | LREC | A Toolkit for Efficient Learning of Lexical Units for Speech Recognition. | Matti Varjokallio, Mikko Kurimo |
| 2013 | ASRU | Learning a subword vocabulary based on unigram likelihood. | Matti Varjokallio, Mikko Kurimo, Sami Virpioja |
| 2013 | CoNLL | Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields. | Teemu Ruokolainen, Oskar Kohonen, Sami Virpioja, Mikko Kurimo |
| 2013 | ICASSP | HMM-based speech synthesis adaptation using noisy data: Analysis and evaluation methods. | Reima Karhila, Ulpu Remes, Mikko Kurimo |
| 2013 | Interspeech | Analysis of breathy, modal and pressed phonation based on low frequency spectral density. | Dhananjaya N. Gowda, Mikko Kurimo |
| 2013 | Interspeech | Robust formant detection using group delay function and stabilized weighted linear prediction. | Dhananjaya N. Gowda, Jouni Pohjalainen, Mikko Kurimo, Paavo Alku |
| 2013 | Interspeech | Unsupervised topic adaptation for morph-based speech recognition. | Andr Mansikkaniemi, Mikko Kurimo |
| 2013 | Interspeech | Lombard modified text-to-speech synthesis for improved intelligibility: submission for the hurricane challenge 2013. | Antti Suni, Reima Karhila, Tuomo Raitio, Mikko Kurimo, Martti Vainio, Paavo Alku |
| 2012 | ICASSP | Creating synthetic voices for children by adapting adult average voice using stacked transformations and VTLN. | Reima Karhila, Doddipatla Rama Sanand, Mikko Kurimo, Peter Smit |
| 2012 | Interspeech | Improving Discriminative Training for Robust Acoustic Models in Large Vocabulary Continuous Speech Recognition. | Janne Pylkknen, Mikko Kurimo |
| 2012 | Interspeech | Optimization-Based Control for the Extended Baum-Welch Algorithm. | Janne Pylkknen, Mikko Kurimo |
| 2012 | NAACL | Unsupervised Vocabulary Adaptation for Morph-based Language Models. | Andr Mansikkaniemi, Mikko Kurimo |
| 2011 | ICASSP | Speech bandwidth extension using Gaussian mixture model-based estimation of the highband mel spectrum. | Hannu Pulakka, Ulpu Remes, Kalle J. Palomki, Mikko Kurimo, Paavo Alku |
| 2011 | ICASSP | Using stacked transformations for recognizing foreign accented speech. | Peter Smit, Mikko Kurimo |
| 2011 | Interspeech | Noise Robust Feature Extraction Based on Extended Weighted Linear Prediction in LVCSR. | Sami Keronen, Jouni Pohjalainen, Paavo Alku, Mikko Kurimo |
| 2011 | Interspeech | Low-Frequency Bandwidth Extension of Telephone Speech Using Sinusoidal Synthesis and Gaussian Mixture Model. | Hannu Pulakka, Ulpu Remes, Santeri Yrttiaho, Kalle J. Palomki, Mikko Kurimo, Paavo Alku |
| 2011 | Interspeech | A Study on Combining VTLN and SAT to Improve the Performance of Automatic Speech Recognition. | Doddipatla Rama Sanand, Mikko Kurimo |
| 2010 | ACL | Domain Adaptation of Maximum Entropy Language Models. | Tanel Alume, Mikko Kurimo |
| 2010 | ACL | Personalising Speech-To-Speech Translation in the EMIME Project. | Mikko Kurimo, William Byrne, John Dines, Philip N. Garner, Matthew Gibson, Yong Guan, Teemu Hirsimki, Reima Karhila, Simon King, Hui Liang, Keiichiro Oura, Lakshmi Babu Saheer, Matt Shannon, Sayaka Shiota, Jilei Tian |
| 2010 | ICASSP | Unsupervised cross-lingual speaker adaptation for HMM-based speech synthesis using two-pass decision tree construction. | Matthew Gibson, Teemu Hirsimki, Reima Karhila, Mikko Kurimo, William Byrne |
| 2010 | Interspeech | Efficient estimation of maximum entropy language models with n-gram features: an SRILM extension. | Tanel Alume, Mikko Kurimo |
| 2009 | Interspeech | Weighted linear prediction for speech analysis in noisy conditions. | Jouni Pohjalainen, Heikki Kallasjoki, Kalle J. Palomki, Mikko Kurimo, Paavo Alku |
| 2009 | Interspeech | Thousands of voices for HMM-based speech synthesis. | Junichi Yamagishi, Bela Usabaev, Simon King, Oliver Watts, John Dines, Jilei Tian, Rile Hu, Yong Guan, Keiichiro Oura, Keiichi Tokuda, Reima Karhila, Mikko Kurimo |
| 2009 | NAACL | Minimum Bayes Risk Combination of Translation Hypotheses from Alternative Morphological Decompositions. | Adri de Gispert, Sami Virpioja, Mikko Kurimo, William J. Byrne |
| 2009 | NAACL | Analysing Recognition Errors in Unlimited-Vocabulary Speech Recognition. | Teemu Hirsimki, Mikko Kurimo |
| 2009 | NAACL | Morpho Challenge - Evaluation of algorithms for unsupervised learning of morphology in various tasks and languages. | Mikko Kurimo, Sami Virpioja, Ville T. Turunen, Teemu Hirsimki |
| 2008 | IJCNLP | Speech to speech machine translation: Biblical chatter from Finnish to English. | David Ellis, Mathias Creutz, Timo Honkela, Mikko Kurimo |
| 2007 | ACL | Vocabulary Decomposition for Estonian Open Vocabulary Speech Recognition. | Antti Puurula, Mikko Kurimo |
| 2007 | ICASSP | Segregation of Speakers for Speaker Adaptation in TV News Audio. | Ulpu Remes, Janne Pylkknen, Mikko Kurimo |
| 2007 | Interspeech | Morfessor and variKN machine learning tools for speech and language technology. | Vesa Siivola, Mathias Creutz, Mikko Kurimo |
| 2007 | Interspeech | Comparison of subspace methods for Gaussian mixture models in speech recognition. | Matti Varjokallio, Mikko Kurimo |
| 2007 | NAACL | Analysis of Morph-Based Speech Recognition and the Modeling of Out-of-Vocabulary Words Across Languages. | Mathias Creutz, Teemu Hirsimki, Mikko Kurimo, Antti Puurula, Janne Pylkknen, Vesa Siivola, Matti Varjokallio, Ebru Arisoy, Murat Saraclar, Andreas Stolcke |
| 2007 | SIGIR | Indexing confusion networks for morph-based spoken document retrieval. | Ville T. Turunen, Mikko Kurimo |
| 2006 | Interspeech | Unsupervised segmentation of words into morphemes - morpho challenge 2005 application to automatic speech recognition. | Mikko Kurimo, Mathias Creutz, Matti Varjokallio, Ebru Arisoy, Murat Saraclar |
| 2006 | Interspeech | Using latent semantic indexing for morph-based spoken document retrieval. | Ville T. Turunen, Mikko Kurimo |
| 2006 | Interspeech | Compact n-gram models by incremental growing and clustering of histories. | Sami Virpioja, Mikko Kurimo |
| 2006 | NAACL | Unlimited vocabulary speech recognition for agglutinative languages. | Mikko Kurimo, Antti Puurula, Ebru Arisoy, Vesa Siivola, Teemu Hirsimki, Janne Pylkknen, Tanel Alume, Murat Saraclar |
| 2005 | Interspeech | Methods for combining language models in speech recognition. | Simo Broman, Mikko Kurimo |
| 2005 | Interspeech | To recover from speech recognition errors in spoken document retrieval. | Mikko Kurimo, Ville T. Turunen |
| 2004 | Interspeech | An evaluation of a spoken document retrieval baseline system in finish. | Mikko Kurimo, Ville T. Turunen, Inger Ekman |
| 2004 | Interspeech | Duration modeling techniques for continuous speech recognition. | Janne Pylkknen, Mikko Kurimo |
| 2003 | Interspeech | On lexicon creation for turkish LVCSR. | Kadri Hacioglu, Bryan L. Pellom, Tolga iloglu, zlem ztrk, Mikko Kurimo, Mathias Creutz |
| 2003 | Interspeech | Unlimited vocabulary speech recognition based on morphs discovered in an unsupervised manner. | Vesa Siivola, Teemu Hirsimki, Mathias Creutz, Mikko Kurimo |
| 2002 | ICANN | An Efficiently Focusing Large Vocabulary Language Model. | Mikko Kurimo, Krista Lagus |
| 2001 | Interspeech | Large vocabulary statistical language modeling for continuous speech recognition in finnish. | Vesa Siivola, Mikko Kurimo, Krista Lagus |
| 2000 | ICASSP | Fast latent semantic indexing of spoken documents by using self-organizing maps. | Mikko Kurimo |
| 1998 | ESANN | Self-organization in mixture densities of HMM based speech recognition. | Mikko Kurimo |
| 1998 | ICASSP | Improving vocabulary independent HMM decoding results by using the dynamically expanding context. | Mikko Kurimo |
| 1997 | Interspeech | Comparison results for segmental training algorithms for mixture density HMMs. | Mikko Kurimo |
| 1996 | Interspeech | Using the self-organizing map to speed up the probability density estimation for speech recognition with mixture density HMMs. | Mikko Kurimo, Panu Somervuo |
| 1993 | Interspeech | Using LVQ to enhance semi-continuous hidden Markov models for phonemes. | Mikko Kurimo |
| 1992 | Interspeech | Application of self-organizing maps and LVQ in training continuous density hidden Markov models for phonemes. | Mikko Kurimo, Kari Torkkola |
| 1991 | Interspeech | Improving short-time speech frame recognition results by using context. | Kari Torkkola, Mikko Kokkonen, Mikko Kurimo, Pekka Utela |