Speech Processing

Tilde has worked on spoken language processing since the late 1990s.

Tilde’s researchers has developed a world's first Latvian automatic speech recognition and text-to speech systems. The research result -  Latvian automatic speech recognition service -is freely available as a web service.  Latvian automatic speech recognition and text-to speech systems are also integrated in Tilde's products. 

Speech Technology research

Driving Force for Development of Speech Technology for Baltic Languages

Tilde continues research on speech recognition by adapting developed technologies for new languages (e.g. Lithuanian) and for specific domains (e.g. medicine, public debates, etc.). The special attention is paid to data sparseness problem that is typical for morphologically rich languages and to novel methods for data acquisition from the web. New application domain - dictation – is also among active research topics. Finally, methods for speech recognition from low quality data are actively researched.

Where it concerns speech synthesis, Tilde’s experience cover different methods, including unit selection, parametric synthesis and recently parametric synthesis with neural networks. 

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Publications

2024

Martins Kronis, Askars Salimbajevs, and Mārcis Pinnis. 2024. Code-Mixed Text Augmentation for Latvian ASR. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 3469–3479.

2023

Marcin Skowron, Gerhard Backfried, Eva Navas, Aivars Bērziņš (Tilde), Joachim Van den Bogaert, Franciska de Jong, Andrea DeMarco, Inma Hernáez, Marek Kováč, Peter Polák, Johan Rohdin, Michael Rosner, Jon Sanchez, Ibon Saratxaga and Petr Schwarz.2023. Deep Dive Speech Technology. European Language Equality, Springer, 289–312.

2022

Ian Roberts, Penny Labropoulou, Dimitris Galanis, Rémi Calizzano, Athanasia Kolovou, Dimitris Gkoumas, Andis Lagzdiņš (Tilde), and Stelios Piperidis. 2022. Using the European Language Grid as a ConsumerEuropean Language Grid. A Language Technology Platform for Multilingual Europe, Springer, 37-66.