30 citations · 80 across the 13 of their papers we have counts for
17 papers
Breast Lump Detection and Localization with a Tactile Glove Using Deep Learning
Togzhan Syrymova, Amir Yelenov, Karina Burunchina +4
Breast cancer is the leading cause of mortality among women. Inspection of breasts by palpation is the key to early detection. We aim to create a wearable tactile glove that could…
KazEmoTTS: A Dataset for Kazakh Emotional Text-to-Speech Synthesis
Adal Abilbekov, Saida Mussakhojayeva, Rustem Yeshpanov +1
This study focuses on the creation of the KazEmoTTS dataset, designed for emotional Kazakh text-to-speech (TTS) applications. KazEmoTTS is a collection of 54,760 audio-text pairs,…
KazParC: Kazakh Parallel Corpus for Machine Translation
Rustem Yeshpanov, Alina Polonskaya, Huseyin Atakan Varol
We introduce KazParC, a parallel corpus designed for machine translation across Kazakh, English, Russian, and Turkish. The first and largest publicly available corpus of its kind,…
KazSAnDRA: Kazakh Sentiment Analysis Dataset of Reviews and Attitudes
Rustem Yeshpanov, Huseyin Atakan Varol
This paper presents KazSAnDRA, a dataset developed for Kazakh sentiment analysis that is the first and largest publicly available dataset of its kind. KazSAnDRA comprises an extens…
A Central Asian Food Dataset for Personalized Dietary Interventions, Extended Abstract
Aknur Karabay, Arman Bolatov, Huseyin Atakan Varol +1
Nowadays, it is common for people to take photographs of every beverage, snack, or meal they eat and then post these photographs on social media platforms. Leveraging these social…
KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics
Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol
We present an expanded version of our previously released Kazakh text-to-speech (KazakhTTS) synthesis corpus. In the new KazakhTTS2 corpus, the overall size has increased from 93 h…
KazNERD: Kazakh Named Entity Recognition Dataset
Rustem Yeshpanov, Yerbolat Khassanov, Huseyin Atakan Varol
We present the development of a dataset for Kazakh named entity recognition. The dataset was built as there is a clear need for publicly available annotated corpora in Kazakh, as w…
A Study of Multimodal Person Verification Using Audio-Visual-Thermal Data
Madina Abdrakhmanova, Saniya Abushakimova, Yerbolat Khassanov +1
In this paper, we study an approach to multimodal person verification using audio, visual, and thermal modalities. The combination of audio and visual modalities has already been s…
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English
Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol
We study training a single end-to-end (E2E) automatic speech recognition (ASR) model for three languages used in Kazakhstan: Kazakh, Russian, and English. We first describe the dev…
USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experiments
Muhammadjon Musaev, Saida Mussakhojayeva, Ilyos Khujayorov +3
We present a freely available speech corpus for the Uzbek language and report preliminary automatic speech recognition (ASR) results using both the deep neural network hidden Marko…
Input Agnostic Deep Learning for Alzheimer's Disease Classification Using Multimodal MRI Images
Aidana Massalimova, Huseyin Atakan Varol
Alzheimer's disease (AD) is a progressive brain disorder that causes memory and functional impairments. The advances in machine learning and publicly available medical datasets ini…
End-to-End Deep Fault Tolerant Control
Daulet Baimukashev, Bexultan Rakhim, Matteo Rubagotti +1
PUBLISHED ON IEEE/ASME TRANSACTIONS ON MECHATRONICS, DOI: 10.1109/TMECH.2021.3100150. Ideally, accurate sensor measurements are needed to achieve a good performance in the closed-l…
KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset
Saida Mussakhojayeva, Aigerim Janaliyeva, Almas Mirzakhmetov +2
This paper introduces a high-quality open-source speech synthesis dataset for Kazakh, a low-resource language spoken by over 13 million people worldwide. The dataset consists of ab…
SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams
Madina Abdrakhmanova, Askat Kuzdeuov, Sheikh Jarju +3
We present SpeakingFaces as a publicly-available large-scale multimodal dataset developed to support machine learning research in contexts that utilize a combination of thermal, vi…
A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline
Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov +3
We present an open-source speech corpus for the Kazakh language. The Kazakh speech corpus (KSC) contains around 332 hours of transcribed audio comprising over 153,000 utterances sp…
End-to-End Deep Diagnosis of X-ray Images
Kudaibergen Urinbayev, Yerassyl Orazbek, Yernur Nurambek +2
In this work, we present an end-to-end deep learning framework for X-ray image diagnosis. As the first step, our system determines whether a submitted image is an X-ray or not. Aft…
Color-Coded Fiber-Optic Tactile Sensor for an Elastomeric Robot Skin
Zhanat Kappassov, Daulet Baimukashev, Zharaskhan Kuanyshuly +3
The sense of touch is essential for reliable mapping between the environment and a robot which interacts physically with objects. Presumably, an artificial tactile skin would facil…