Search Results for author: Munir Georges

Found 8 papers, 3 papers with code

Typological Word Order Correlations with Logistic Brownian Motion

1 code implementation NAACL (SIGTYP) 2022 Kai Hartung, Gerhard Jäger, Sören Gröttrup, Munir Georges

In this study we address the question to what extent syntactic word-order traits of different languages have evolved under correlation and whether such dependencies can be found universally across all languages or restricted to specific language families. To do so, we use logistic Brownian Motion under a Bayesian framework to model the trait evolution for 768 languages from 34 language families.

Analysis of Knowledge Tracing performance on synthesised student data

no code implementations30 Jan 2024 Panagiotis Pagonis, Kai Hartung, Di wu, Munir Georges, Sören Gröttrup

Knowledge Tracing (KT) aims to predict the future performance of students by tracking the development of their knowledge states.

Knowledge Tracing

Compression of end-to-end non-autoregressive image-to-speech system for low-resourced devices

no code implementations30 Nov 2023 Gokul Srinivasagan, Michael Deisher, Munir Georges

People with visual impairments have difficulty accessing touchscreen-enabled personal computing devices like mobile phones and laptops.

Knowledge Distillation

An End-to-End Neural Network for Image-to-Audio Transformation

no code implementations10 Mar 2023 Liu Chen, Michael Deisher, Munir Georges

This paper describes an end-to-end (E2E) neural architecture for the audio rendering of small portions of display content on low resource personal computing devices.

Compact Speaker Embedding: lrx-vector

no code implementations11 Aug 2020 Munir Georges, Jonathan Huang, Tobias Bocklet

Deep neural networks (DNN) have recently been widely used in speaker recognition systems, achieving state-of-the-art performance on various benchmarks.

Knowledge Distillation Speaker Recognition

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