IIIT-Delhi Institutional Repository

Browsing by Author "Abrol, Vinayak (Advisor)"

Browsing by Author "Abrol, Vinayak (Advisor)"

Sort by: Order: Results:

  • Acoustic cues for multilingual abuse detection 
    Thakran, Yash; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2023-05-09)
    Abusive content detection in the spoken text can be addressed by performing Automatic Speech Recognition (ASR) and leveraging advancements in natural language processing. However, ASR models introduce latency and often ...
  • Exploration of continual learning paradigm for large-scale speaker verification systems 
    Verma, Akash; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2024-05-21)
    Speaker verification (SV) focuses on confirming or denying the claimed identity of a speaker. It is a one-to-one comparison between the test utterance and the claimant’s stored reference voice sample. This process is ...
  • Frequency domain gradient visualization for acoustic models 
    Thakran, Yash; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2023-12-08)
    Modeling directly raw waveforms through neural networks for speech processing is gaining more and more attention. Despite its varied success, a question that remains is: what kind of information are such neural networks ...
  • Quaternion-enhanced neural networks : a new paradigm for audio processing efficiency 
    Chaudhary, Aryan; Abrol, Vinayak (Advisor) (IIIT-Delhi, 2024-05-01)
    This thesis explores the integration of quaternion algebra into neural network architectures to enhance their efficiency for diverse audio processing tasks. Quaternion-based transformations are employed to achieve structural ...

Search Repository

Browse

My Account