Search Results for author: Dmitry Lamanov

Found 3 papers, 1 papers with code

A Semi-Supervised Deep Learning Approach to Dataset Collection for Query-By-Humming Task

1 code implementation2 Dec 2023 Amantur Amatov, Dmitry Lamanov, Maksim Titov, Ivan Vovk, Ilya Makarov, Mikhail Kudinov

To expand our dataset, we employ a semi-supervised model training pipeline that leverages the QbH task as a specialized case of cover song identification (CSI) task.

Cover song identification

Template-based Approach to Zero-shot Intent Recognition

no code implementations22 Jun 2022 Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya

We outperform previous state-of-the-art f1-measure by up to 16\% for unseen intents, using intent labels and user utterances and without accessing external sources (such as knowledge bases).

Intent Recognition Natural Language Inference +6

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