| 2026 | EACL | Simultaneous Speech-to-Text Translation Web Application for Estonian. | Bohdan Podziubanchuk, Aivo Olev, Jiaming Kong, Tanel Alume |
| 2026 | LREC | Estonian Native Large Language Model Benchmark. | Helena Grete Lillepalu, Tanel Alume |
| 2025 | ICASSP | TalTech Systems for the PROCESS Signal Processing Grand Challenge. | Erik Illaste, Tanel Alume |
| 2025 | Interspeech | TalTech Systems for the Interspeech 2025 ML-SUPERB 2.0 Challenge. | Tanel Alume, Artem Fedorchenko |
| 2025 | Interspeech | Diarization-Guided Multi-Speaker Embeddings. | Joonas Kalda, Clment Pags, Tanel Alume, Herv Bredin |
| 2025 | Interspeech | Unveiling Audio Deepfake Origins: A Deep Metric learning And Conformer Network Approach With Ensemble Fusion. | Ajinkya Kulkarni, Sandipana Dowerah, Tanel Alume, Mathew Magimai-Doss |
| 2024 | ICASSP | Single-Stage TTS with Adapted Vocoder and Cross-Attention: Taltech Systems for the Limmits'24 Challenge. | Daniil Robnikov, Tanel Alume |
| 2024 | Interspeech | TalTech-IRIT-LIS Speaker and Language Diarization Systems for DISPLACE 2024. | Joonas Kalda, Tanel Alume, Martin Lebourdais, Herv Bredin, Sverin Baroudi, Ricard Marxer |
| 2023 | ASRU | Dialect Adaptation and Data Augmentation for Low-Resource ASR: Taltech Systems for the Madasr 2023 Challenge. | Tanel Alume, Jiaming Kong, Daniil Robnikov |
| 2023 | Interspeech | Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation. | Tanel Alume, Kunnar Kukk, Viet Bac Le, Claude Barras, Abdel Messaoudi, Waad Ben Kheder |
| 2022 | Interspeech | Improving Language Identification of Accented Speech. | Kunnar Kukk, Tanel Alume |
| 2021 | CogSIMA | Smart Elevator with Unsupervised Learning for Visitor Profiling and Personalised Destination Prediction. | Mairo Leier, Andri Riid, Tanel Alume, Uljana Reinsalu, Ren Pihlak, Andres Udal, Risto Heinsar, Sven Vainkla |
| 2021 | Interspeech | Combining Hybrid and End-to-End Approaches for the OpenASR20 Challenge. | Tanel Alume, Jiaming Kong |
| 2020 | IJCNN | Robust Training of Vector Quantized Bottleneck Models. | Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alume, Antoine Laurent |
| 2020 | Interspeech | The TalTech Systems for the Short-Duration Speaker Verification Challenge 2020. | Tanel Alume, Jrgen Valk |
| 2019 | Interspeech | Recognition of Creaky Voice from Emergency Calls. | Lauri Tavi, Tanel Alume, Stefan Werner |
| 2017 | EMNLP | Low-Resource Neural Headline Generation. | Ottokar Tilk, Tanel Alume |
| 2017 | ICASSP | The 2016 BBN Georgian telephone speech keyword spotting system. | Tanel Alume, Damianos Karakos, William Hartmann, Roger Hsiao, Le Zhang, Long Nguyen, Stavros Tsakalidis, Richard M. Schwartz |
| 2017 | ICASSP | Analysis of keyword spotting performance across IARPA babel languages. | William Hartmann, Damianos Karakos, Roger Hsiao, Le Zhang, Tanel Alume, Stavros Tsakalidis, Richard M. Schwartz |
| 2017 | Interspeech | Implementation of a Radiology Speech Recognition System for Estonian Using Open Source Software. | Tanel Alume, Andrus Paats, Ivo Fridolin, Einar Meister |
| 2016 | Interspeech | Improved Multilingual Training of Stacked Neural Network Acoustic Models for Low Resource Languages. | Tanel Alume, Stavros Tsakalidis, Richard M. Schwartz |
| 2016 | Interspeech | Sage: The New BBN Speech Processing Platform. | Roger Hsiao, Ralf Meermeier, Tim Ng, Zhongqiang Huang, Maxwell Jordan, Enoch Kan, Tanel Alume, Jan Silovsk, William Hartmann, Francis Keith, Omer Lang, Man-Hung Siu, Owen Kimball |
| 2016 | Interspeech | Bidirectional Recurrent Neural Network with Attention Mechanism for Punctuation Restoration. | Ottokar Tilk, Tanel Alume |
| 2015 | Interspeech | LSTM for punctuation restoration in speech transcripts. | Ottokar Tilk, Tanel Alume |
| 2014 | Interspeech | Neural network phone duration model for speech recognition. | Tanel Alume |
| 2013 | Interspeech | Multi-domain neural network language model. | Tanel Alume |
| 2013 | Interspeech | Phone duration modeling using clustering of rich contexts. | Tanel Alume, Rena Nemoto |
| 2012 | Interspeech | Maximum Entropy Language Model Adaptation for Mobile Speech Input. | Tanel Alume, Kaarel Kaljurand |
| 2012 | NAACL | A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction. | Kairit Sirts, Tanel Alume |
| 2011 | Interspeech | TSAB - Web Interface for Transcribed Speech Collections. | Tanel Alume, Ahti Kitsik |
| 2010 | ACL | Domain Adaptation of Maximum Entropy Language Models. | Tanel Alume, Mikko Kurimo |
| 2010 | Interspeech | Efficient estimation of maximum entropy language models with n-gram features: an SRILM extension. | Tanel Alume, Mikko Kurimo |
| 2008 | CICLING | Comparison of Different Modeling Units for Language Model Adaptation for Inflected Languages. | Tanel Alume |
| 2007 | Interspeech | LSA-based language model adaptation for highly inflected languages. | Tanel Alume, Toomas Kirt |
| 2006 | ICASSP | Sentence-Adapted Factored Language Model for Transcribing Estonian Speech. | Tanel Alume |
| 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 |
| 2004 | Interspeech | Large vocabulary continuous speech recognition for estonian using morpheme classes. | Tanel Alume |