Search Results for author: Mohammed Maqsood Shaik

Found 2 papers, 1 papers with code

Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification

no code implementations12 Dec 2023 Mohammed Maqsood Shaik, Dietrich Klakow, Badr M. Abdullah

To address this challenge, we propose self-supervised adaptive pre-training (SAPT) to adapt the pre-trained model to the target domain and languages of the downstream task.

Automatic Speech Recognition Dialect Identification +4

An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech

1 code implementation4 Jun 2023 Badr M. Abdullah, Mohammed Maqsood Shaik, Bernd Möbius, Dietrich Klakow

Self-supervised representation learning for speech often involves a quantization step that transforms the acoustic input into discrete units.

Quantization Representation Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.