Hardik B. Sailor

54 papers A 13C 4Misc 2Journal 13Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Unlocking Cognitive Capabilities and Analyzing the Perception-Logic Trade-off. CoRR Longyin Zhang, Shuo Sun, Yingxu He, Won Cheng Yi Lewis, Muhammad Huzaifah bin Md Shahrin, Hardik B. Sailor, Jeremy Heng Meng Wong, Tarun Kumar Vangani, Yi Ma, Qiongqiong Wang, Minh Duc Pham, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Manas Gupta, Ai Ti Aw
2025	—	`conf`	Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data. EMNLP (Findings) Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw
2025	J	`jnl`	Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data. CoRR Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy F. Chen, Jinyang Wu, AiTi Aw
2025	J	`jnl`	Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. CoRR Wenyu Zhang, Yingxu He, Geyu Lin, Zhuohan Liu, Shuo Sun, Bin Wang, Xunlong Zou, Jeremy H. M. Wong, Qiongqiong Wang, Hardik B. Sailor, Nancy F. Chen, Ai Ti Aw
2025	A	`conf`	Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation. INTERSPEECH Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Ai Ti Aw
2025	J	`jnl`	Contextual Paralinguistic Data Creation for Multi-Modal Speech-LLM: Data Condensation and Spoken QA Generation. CoRR Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Ai Ti Aw
2025	C	`conf`	Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model. ASRU Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw
2025	—	`conf`	Exploring Audio-Visual Fusion Methods in Foundation Model-Based Deception Detection. APSIPA Jiaxiang Meng, Hardik B. Sailor, Qiongqiong Wang, Tianchi Liu, Kong Aik Lee, Xingmei Wang
2025	J	`jnl`	Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. CoRR Qiongqiong Wang, Hardik B. Sailor, Jeremy H. M. Wong, Tianchi Liu, Shuo Sun, Wenyu Zhang, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw
2025	—	`conf`	Interpolating Speaker Identities in Embedding Space for Data Expansion. APSIPA Tianchi Liu, Ruijie Tao, Qiongqiong Wang, Yidi Jiang, Hardik B. Sailor, Ke Zhang, Jingru Lin, Haizhou Li
2025	J	`jnl`	Interpolating Speaker Identities in Embedding Space for Data Expansion. CoRR Tianchi Liu, Ruijie Tao, Qiongqiong Wang, Yidi Jiang, Hardik B. Sailor, Ke Zhang, Jingru Lin, Haizhou Li
2025	J	`jnl`	MERaLiON-SER: Robust Speech Emotion Recognition Model for English and SEA Languages. CoRR Hardik B. Sailor, Ai Ti Aw, Nancy F. Chen, Ying Lay Chiu, Yang Ding, Yingxu He, Ridong Jiang, Jingtao Li, Jingyi Liao, Zhuohan Liu, Yanfeng Lu, Yi Ma, Manas Gupta, Muhammad Huzaifah bin Md Shahrin, Nabilah Binte Md Johan, Nattadaporn Lertcheva, Chunlei Pan, Minh Duc Pham, Siti Maryam Binte Ahmad Subaidi, Siti Umairah Binte Mohammad Salleh, Shuo Sun, Tarun Kumar Vangani, Qiongqiong Wang, Won Cheng Yi Lewis, Jeremy Heng Meng Wong, Jinyang Wu, Huayun Zhang, Longyin Zhang, Xunlong Zou
2025	C	`conf`	MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection. ASRU Zihan Pan, Hardik B. Sailor, Jinyang Wu
2024	A	`conf`	Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection. INTERSPEECH Zihan Pan, Tianchi Liu, Hardik B. Sailor, Qiongqiong Wang
2024	J	`jnl`	Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection. CoRR Zihan Pan, Tianchi Liu, Hardik B. Sailor, Qiongqiong Wang
2024	J	`jnl`	MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond. CoRR Muhammad Huzaifah, Geyu Lin, Tianchi Liu, Hardik B. Sailor, Kye Min Tan, Tarun Kumar Vangani, Qiongqiong Wang, Jeremy H. M. Wong, Nancy F. Chen, Ai Ti Aw
2024	—	`conf`	Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CTRSVDD) Challenge 2024. SLT Anmol Guragain, Tianchi Liu, Zihan Pan, Hardik B. Sailor, Qiongqiong Wang
2024	J	`jnl`	Speech Foundation Model Ensembles for the Controlled Singing Voice Deepfake Detection (CtrSVDD) Challenge 2024. CoRR Anmol Guragain, Tianchi Liu, Zihan Pan, Hardik B. Sailor, Qiongqiong Wang
2024	—	`conf`	Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing. SLT Tianchi Liu, Ivan Kukanov, Zihan Pan, Qiongqiong Wang, Hardik B. Sailor, Kong Aik Lee
2024	J	`jnl`	Towards Quantifying and Reducing Language Mismatch Effects in Cross-Lingual Speech Anti-Spoofing. CoRR Tianchi Liu, Ivan Kukanov, Zihan Pan, Qiongqiong Wang, Hardik B. Sailor, Kong Aik Lee
2024	J	`jnl`	Using Twitter Dataset for Social Listening in Singapore. IEEE Access Qiongqiong Wang, Hardik B. Sailor, Kong Aik Lee, Kai Ma, Kim Huat Goh, Wai Fong Boh
2024	—	`conf`	Voice Conversion Based Data Augmentation Using CycleGAN for Children's ASR. SPCOM Dipesh K. Singh, Preet P. Amin, Hemant A. Patil, Hardik B. Sailor
2022	—	`conf`	Noisy Student Teacher Training with Self Supervised Learning for Children ASR. SPCOM Shreya S. Chaturvedi, Hardik B. Sailor, Hemant A. Patil
2022	—	`conf`	Significance of Energy Features for Severity Classification of Dysarthria. SPECOM Aastha Kachhi, Anand Therattil, Ankur T. Patil, Hardik B. Sailor, Hemant A. Patil
2022	A	`conf`	Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children's Speech. INTERSPEECH Vishwanath Pratap Singh, Hardik B. Sailor, Supratik Bhattacharya, Abhishek Pandey
2021	—	`conf`	Data Augmentation Using CycleGAN for End-to-End Children ASR. EUSIPCO Dipesh K. Singh, Preet P. Amin, Hardik B. Sailor, Hemant A. Patil
2021	A	`conf`	SRI-B End-to-End System for Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages. Interspeech Hardik B. Sailor, Kiran Praveen, Vikas Agrawal, Abhinav Jain, Abhishek Pandey
2021	C	`conf`	Warped Ensembles: A Novel Technique for Improving CTC Based End-to-End Speech Recognition. ASRU Kiran Praveen, Hardik B. Sailor, Abhishek Pandey
2020	A	`conf`	Multilingual Speech Recognition Using Language-Specific Phoneme Recognition as Auxiliary Task for Indian Languages. INTERSPEECH Hardik B. Sailor, Thomas Hain
2019	C	`conf`	Unsupervised Adaptation of Acoustic Models for ASR Using Utterance-Level Embeddings from Squeeze and Excitation Networks. ASRU Hardik B. Sailor, Salil Deena, Md Asif Jalal, Rasa Lileikyte, Thomas Hain
2019	A	`conf`	Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion. INTERSPEECH Nirmesh J. Shah, Hardik B. Sailor, Hemant A. Patil
2018	—	`conf`	Advances in Low Resource ASR: A Deep Learning Perspective. SLTU Hardik B. Sailor, Ankur T. Patil, Hemant A. Patil
2018	A	`conf`	Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification. INTERSPEECH Hardik B. Sailor, Hemant A. Patil
2018	A	`conf`	Auditory Filterbank Learning for Temporal Modulation Features in Replay Spoof Speech Detection. INTERSPEECH Hardik B. Sailor, Madhu R. Kamble, Hemant A. Patil
2018	A	`conf`	DA-IICT/IIITV System for Low Resource Speech Recognition Challenge 2018. INTERSPEECH Hardik B. Sailor, Maddala Venkata Siva Krishna, Diksha Chhabra, Ankur T. Patil, Madhu R. Kamble, Hemant A. Patil
2018	—	`conf`	Neural Networks-based Automatic Speech Recognition for Agricultural Commodity in Gujarati Language. SLTU Hardik B. Sailor, Hemant A. Patil
2017	—	`conf`	Novel TEO-based Gammatone features for environmental sound classification. EUSIPCO Dharmesh M. Agrawal, Hardik B. Sailor, Meet H. Soni, Hemant A. Patil
2017	—	`conf`	Sub-band Autoencoder features for Automatic Speech Recognition. ICAPR Meet H. Soni, Manisha Sharma, Hardik B. Sailor, Hemant A. Patil
2017	A	`conf`	Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification. INTERSPEECH Hardik B. Sailor, Dharmesh M. Agrawal, Hemant A. Patil
2017	—	`conf`	Unsupervised Filterbank Learning for Speech-based Access System for Agricultural Commodity. ICAPR Hardik B. Sailor, Hemant A. Patil, Avni Rajpal
2017	A	`conf`	Unsupervised Representation Learning Using Convolutional Restricted Boltzmann Machine for Spoof Speech Detection. INTERSPEECH Hardik B. Sailor, Madhu R. Kamble, Hemant A. Patil
2016	—	`conf`	Analysis of hierarchical bottleneck framework for improved phoneme recognition. SPCOM Mohammadi Zaki, Hardik B. Sailor, Hemant A. Patil
2016	Misc	`conf`	Filterbank learning using Convolutional Restricted Boltzmann Machine for speech recognition. ICASSP Hardik B. Sailor, Hemant A. Patil
2016	A	`conf`	Native Language Identification Using Spectral and Source-Based Features. INTERSPEECH Avni Rajpal, Tanvina B. Patel, Hardik B. Sailor, Maulik C. Madhavi, Hemant A. Patil, Hiroya Fujisaki
2016	J	`jnl`	Novel Unsupervised Auditory Filterbank Learning Using Convolutional RBM for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. Hardik B. Sailor, Hemant A. Patil
2016	A	`conf`	Unsupervised Deep Auditory Model Using Stack of Convolutional RBMs for Speech Recognition. INTERSPEECH Hardik B. Sailor, Hemant A. Patil
2016	—	`conf`	Unsupervised learning of temporal receptive fields using convolutional RBM for ASR task. EUSIPCO Hardik B. Sailor, Hemant A. Patil
2015	—	`conf`	Significance of Phase-based Features for Person Recognition Using Humming. PerMIn Hardik B. Sailor, Maulik C. Madhavi, Hemant A. Patil
2014	—	`conf`	Deterministic annealing EM algorithm for developing TTS system in Gujarati. ISCSLP Nirmesh J. Shah, Hemant A. Patil, Maulik C. Madhavi, Hardik B. Sailor, Tanvina B. Patel
2014	Misc	`conf`	Effectiveness of PLP-based phonetic segmentation for speech synthesis. ICASSP Nirmesh J. Shah, Bhavik B. Vachhani, Hardik B. Sailor, Hemant A. Patil
2014	—	`conf`	Fusion of magnitude and phase-based features for objective evaluation of TTS voice. ISCSLP Hardik B. Sailor, Hemant A. Patil
2013	—	`conf`	A Novel Gaussian Filter-Based Automatic Labeling of Speech Data for TTS System in Gujarati Language. IALP Swati Talesara, Hemant A. Patil, Tanvina B. Patel, Hardik B. Sailor, Nirmesh J. Shah
2013	—	`conf`	A syllable-based framework for unit selection synthesis in 13 Indian languages. O-COCOSDA/CASLRE Hemant A. Patil, Tanvina B. Patel, Nirmesh J. Shah, Hardik B. Sailor, Raghava Krishnan, G. R. Kasthuri, T. Nagarajan, S. Lilly Christina, Naresh Kumar, Veera Raghavendra, S. Prahallad Kishore, S. R. Mahadeva Prasanna, Nagaraj Adiga, Sanasam Ranbir Singh, Anand Konjengbam, Pranaw Kumar, Bira Chandra Singh, S. L. Binil Kumar, T. G. Bhadran, T. Sajini, Arup Saha, Tulika Basu, K. Sreenivasa Rao, N. P. Narendra, Anil Kumar Sao, Rakesh Kumar, Pranhari Talukdar, Purnendu Acharyaa, Somnath Chandra, Swaran Lata, Hema A. Murthy
2013	—	`conf`	Algorithms for speech segmentation at syllable-level for text-to-speech synthesis system in Gujarati. O-COCOSDA/CASLRE Hemant A. Patil, Tanvina B. Patel, Swati Talesara, Nirmesh J. Shah, Hardik B. Sailor, Bhavik B. Vachhani, Janki Akhani, Bhargav Kanakiya, Yashesh Gaur, Vibha Prajapati