Member
VIJAY HOTHI
LECTURER · GUJARAT TECHNOLOGICAL UNIVERSITY AHMEDABAD
India
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Speaker Diarization | End-to-End Neural Diarization (EEND) | Speaker Embeddings | Speaker Recognition | Speech
Recognition | Language Diarization | Speech Segmentation | Audio Feature Extraction | Spectrogram Analysis | Deep
Learning | Convolutional Neural Networks (CNNs) | Clustering Algorithms |
Biography
PhD researcher in speech processing and deep learning with six peer-reviewed publications, four on speaker diarization, including Springer Lecture Notes in Computer Science (PReMI 2024). Design, train and benchmark end-to-end audio intelligence pipelines covering audio feature extraction, speech segmentation, speaker embedding extraction, clustering and evaluation, using PyTorch, TensorFlow and Kaldi. Benchmarked diarization systems on the DISPLACE 2024 Challenge dataset across single- and multi-speaker conditions. Gold Medallist, M.E. Communication Systems (CPI 9.51/10). Native
Gujarati and Hindi speaker, relevant to multilingual and low-resource Indic speech research. Seeking a remote, part-time research or applied-scientist collaboration in speech AI.
Education
MASTER IN ENGINEERING
GUJARAT TECHNOLOGICAL UNIVERSITY AHMEDABAD
PhD
GUJARAT TECHNOLOGICAL UNIVERSITY AHMEDABAD
2023 – present
Qualifications
PhD Research Scholar — Speech Processing and Deep Learning Aug 2023 – Present
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