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ORCIDYerbolat Khassanov
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Books and Theses
- 2020
[b1]Yerbolat Khassanov:
Language model domain adaptation for automatic speech recognition systems. Nanyang Technological University, Singapore, 2020
Journal Articles
- 2021
- [j1]Madina Abdrakhmanova, Askat Kuzdeuov
, Sheikh Jarju, Yerbolat Khassanov, Michael Lewis, Huseyin Atakan Varol:
SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams. Sensors 21(10): 3465 (2021)
Conference and Workshop Papers
- 2024
- [c26]Yerbolat Khassanov, Zhipeng Chen, Tianfeng Chen, Tze Yuang Chong, Wei Li, Lu Lu, Zejun Ma:
Extending Multilingual ASR to New Languages Using Supplementary Encoder and Decoder Components. ICASSP 2024: 10586-10590 - 2023
- [c25]Yist Y. Lin, Tao Han, Haihua Xu, Van Tung Pham, Yerbolat Khassanov, Tze Yuang Chong, Yi He, Lu Lu, Zejun Ma:
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition. INTERSPEECH 2023: 904-908 - [c24]Zhipeng Chen, Haihua Xu, Yerbolat Khassanov, Yi He, Lu Lu, Zejun Ma, Ji Wu:
Knowledge Distillation Approach for Efficient Internal Language Model Estimation. INTERSPEECH 2023: 1339-1343 - [c23]Rustem Yeshpanov, Saida Mussakhojayeva, Yerbolat Khassanov:
Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration. INTERSPEECH 2023: 5521-5525 - 2022
- [c22]Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol:
KSC2: An Industrial-Scale Open-Source Kazakh Speech Corpus. INTERSPEECH 2022: 1367-1371 - [c21]Rustem Yeshpanov, Yerbolat Khassanov, Huseyin Atakan Varol:
KazNERD: Kazakh Named Entity Recognition Dataset. LREC 2022: 417-426 - [c20]Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol:
KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics. LREC 2022: 5404-5411 - [c19]Madina Abdrakhmanova, Saniya Abushakimova, Yerbolat Khassanov, Huseyin Atakan Varol:
A Study of Multimodal Person Verification Using Audio-Visual-Thermal Data. Odyssey 2022: 233-239 - [c18]Mukhamet Nurpeiissov, Askat Kuzdeuov, Aslan Assylkhanov, Yerbolat Khassanov, Huseyin Atakan Varol:
End-to-End Sequential Indoor Localization Using Smartphone Inertial Sensors and WiFi. SII 2022: 566-571 - 2021
- [c17]Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Aishan Wumaier, Eng Siong Chng:
Enriching Under-Represented Named Entities for Improved Speech Recognition. APSIPA ASC 2021: 1021-1025 - [c16]Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov, Alen Adiyev, Mukhamet Nurpeiissov, Huseyin Atakan Varol:
A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline. EACL 2021: 697-706 - [c15]Saida Mussakhojayeva, Aigerim Janaliyeva, Almas Mirzakhmetov, Yerbolat Khassanov, Huseyin Atakan Varol:
KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset. Interspeech 2021: 2786-2790 - [c14]Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng:
Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. ISCSLP 2021: 1-5 - [c13]Zhiping Zeng, Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma:
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning. ISCSLP 2021: 1-5 - [c12]Yerbolat Khassanov, Mukhamet Nurpeiissov, Azamat Sarkytbayev, Askat Kuzdeuov, Huseyin Atakan Varol:
Finer-level Sequential WiFi-based Indoor Localization. SII 2021: 163-169 - [c11]Muhammadjon Musaev, Saida Mussakhojayeva, Ilyos Khujayorov, Yerbolat Khassanov, Mannon Ochilov, Huseyin Atakan Varol:
USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experiments. SPECOM 2021: 437-447 - [c10]Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol:
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English. SPECOM 2021: 448-459 - 2020
- [c9]Togzhan Syrymova, Yerkebulan Massalim, Yerbolat Khassanov, Zhanat Kappassov:
Vibro-Tactile Foreign Body Detection in Granular Objects based on Squeeze-Induced Mechanical Vibrations. AIM 2020: 175-180 - [c8]Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li:
Independent Language Modeling Architecture for End-To-End ASR. ICASSP 2020: 7059-7063 - 2019
- [c7]Yerbolat Khassanov, Haihua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma:
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data. INTERSPEECH 2019: 2160-2164 - [c6]Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng, Haizhou Li:
On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition. INTERSPEECH 2019: 2165-2169 - [c5]Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Haihua Xu, Eng Siong Chng:
Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation. INTERSPEECH 2019: 3505-3509 - 2018
- [c4]Yerbolat Khassanov, Eng Siong Chng:
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR. INTERSPEECH 2018: 3343-3347 - 2017
- [c3]Yerbolat Khassanov, Tze Yuang Chong, Benjamin Bigot, Eng Siong Chng:
Unsupervised Language Model Adaptation by Data Selection for Speech Recognition. ACIIDS (1) 2017: 508-517 - 2014
- [c2]Yerbolat Khassanov, Nursultan Imanberdiyev, Huseyin Atakan Varol:
Inertial motion capture based reference trajectory generation for a mobile manipulator. HRI 2014: 202-203 - [c1]Yerbolat Khassanov, Nursultan Imanberdiyev, Huseyin Atakan Varol:
Real-time gesture recognition for the high-level teleoperation interface of a mobile manipulator. HRI 2014: 204-205
Informal and Other Publications
- 2024
- [i19]Yerbolat Khassanov, Zhipeng Chen, Tianfeng Chen, Tze Yuang Chong, Wei Li, Jun Zhang, Lu Lu, Yuxuan Wang:
Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR. CoRR abs/2406.07842 (2024) - 2023
- [i18]Rustem Yeshpanov, Saida Mussakhojayeva, Yerbolat Khassanov:
Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration. CoRR abs/2305.15749 (2023) - 2022
- [i17]Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol:
KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics. CoRR abs/2201.05771 (2022) - [i16]Haihua Xu, Van Tung Pham, Yerbolat Khassanov, Yist Y. Lin, Tao Han, Tze Yuan Chong, Yi He, Zejun Ma:
Improving short-video speech recognition using random utterance concatenation. CoRR abs/2210.15876 (2022) - 2021
- [i15]Saida Mussakhojayeva, Aigerim Janaliyeva, Almas Mirzakhmetov, Yerbolat Khassanov, Huseyin Atakan Varol:
KazakhTTS: An Open-Source Kazakh Text-to-Speech Synthesis Dataset. CoRR abs/2104.08459 (2021) - [i14]Muhammadjon Musaev, Saida Mussakhojayeva, Ilyos Khujayorov, Yerbolat Khassanov, Mannon Ochilov, Huseyin Atakan Varol:
USC: An Open-Source Uzbek Speech Corpus and Initial Speech Recognition Experiments. CoRR abs/2107.14419 (2021) - [i13]Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol:
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English. CoRR abs/2108.01280 (2021) - [i12]Madina Abdrakhmanova, Saniya Abushakimova, Yerbolat Khassanov, Huseyin Atakan Varol:
A Study of Multimodal Person Verification Using Audio-Visual-Thermal Data. CoRR abs/2110.12136 (2021) - [i11]Rustem Yeshpanov, Yerbolat Khassanov, Huseyin Atakan Varol:
KazNERD: Kazakh Named Entity Recognition Dataset. CoRR abs/2111.13419 (2021) - 2020
- [i10]Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Eng Siong Chng:
Approaches to Improving Recognition of Underrepresented Named Entities in Hybrid ASR Systems. CoRR abs/2005.08742 (2020) - [i9]Zhiping Zeng, Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma:
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning. CoRR abs/2005.10407 (2020) - [i8]Yerbolat Khassanov, Saida Mussakhojayeva, Almas Mirzakhmetov, Alen Adiyev, Mukhamet Nurpeiissov, Huseyin Atakan Varol:
A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline. CoRR abs/2009.10334 (2020) - [i7]Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Hao Huang, Aishan Wumaier, Eng Siong Chng:
Enriching Under-Represented Named-Entities To Improve Speech Recognition Performance. CoRR abs/2010.12143 (2020) - [i6]Madina Abdrakhmanova, Askat Kuzdeuov, Sheikh Jarju, Yerbolat Khassanov, Michael Lewis, Huseyin Atakan Varol:
SpeakingFaces: A Large-Scale Multimodal Dataset of Voice Commands with Visual and Thermal Video Streams. CoRR abs/2012.02961 (2020) - 2019
- [i5]Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Haihua Xu, Eng Siong Chng:
Enriching Rare Word Representations in Neural Language Models by Embedding Matrix Augmentation. CoRR abs/1904.03799 (2019) - [i4]Yerbolat Khassanov, Haihua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma:
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data. CoRR abs/1904.03802 (2019) - [i3]Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li:
Independent language modeling architecture for end-to-end ASR. CoRR abs/1912.00863 (2019) - 2018
- [i2]Yerbolat Khassanov, Eng Siong Chng:
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR. CoRR abs/1806.10306 (2018) - [i1]Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Haihua Xu, Eng Siong Chng, Haizhou Li:
On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition. CoRR abs/1811.00241 (2018)
Coauthor Index
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