27 citations · 27 across the 4 of their papers we have counts for
4 papers
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition
Muhammad Umar Farooq, Thomas Hain
Exploiting cross-lingual resources is an effective way to compensate for data scarcity of low resource languages. Recently, a novel multilingual model fusion technique has been pro…
Towards domain generalisation in ASR with elitist sampling and ensemble knowledge distillation
Rehan Ahmad, Md Asif Jalal, Muhammad Umar Farooq +2
Knowledge distillation has widely been used for model compression and domain adaptation for speech applications. In the presence of multiple teachers, knowledge can easily be trans…
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion
Muhammad Umar Farooq, Darshan Adiga Haniya Narayana, Thomas Hain
Multilingual speech recognition has drawn significant attention as an effective way to compensate data scarcity for low-resource languages. End-to-end (e2e) modelling is preferred…
A Survey of Home Energy Management Systems in Future Smart Grid Communications
I. Khan, N. Javaid, M. N. Ullah +2
In this paper we present a systematic review of various home energy management (HEM) schemes. Employment of home energy management programs will make the electricity consumption sm…