Search Results for author: Nikolay Mikhaylovskiy

Found 6 papers, 2 papers with code

Using a Language Model in a Kiosk Recommender System at Fast-Food Restaurants

no code implementations8 Feb 2022 Eduard Zubchuk, Dmitry Menshikov, Nikolay Mikhaylovskiy

Kiosks are a popular self-service option in many fast-food restaurants, they save time for the visitors and save labor for the fast-food chains.

Language Modelling Recommendation Systems

Low-Resource Spoken Language Identification Using Self-Attentive Pooling and Deep 1D Time-Channel Separable Convolutions

no code implementations31 May 2021 Roman Bedyakin, Nikolay Mikhaylovskiy

In this memo, we show that a convolutional neural network with a Self-Attentive Pooling layer shows promising results in low-resource setting for the language identification task and set up a SOTA for the Low Resource ASR challenge dataset.

Language Identification Speech Recognition +1

Learning Efficient Representations for Keyword Spotting with Triplet Loss

1 code implementation12 Jan 2021 Roman Vygon, Nikolay Mikhaylovskiy

In the past few years, triplet loss-based metric embeddings have become a de-facto standard for several important computer vision problems, most no-tably, person reidentification.

Classification General Classification +3

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