no code implementations • 30 Jun 2023 • Anna Ollerenshaw, Md Asif Jalal, Rosanna Milner, Thomas Hain
The benefits of using a distributed approach to speech emotion understanding are supported by the results of cross-corpora analysis experiments.
no code implementations • 5 Jul 2022 • Rosanna Milner, Md Asif Jalal, Raymond W. M. Ng, Thomas Hain
This shows positive information transfer from acted datasets to those with more natural emotions and the benefits from training on different corpora.
no code implementations • Interspeech 2020 • Md AsifJalal, Rosanna Milner, Thomas Hain Speech
In this research, a convolution-based model and a long-short- term memory-based model, both using attention, are applied to investigate these theories of speech emotion on computational models.
Ranked #4 on Speech Emotion Recognition on IEMOCAP
no code implementations • 21 Dec 2015 • Oscar Saz, Mortaza Doulaty, Salil Deena, Rosanna Milner, Raymond W. M. Ng, Madina Hasan, Yu-Lan Liu, Thomas Hain
We describe the University of Sheffield system for participation in the 2015 Multi-Genre Broadcast (MGB) challenge task of transcribing multi-genre broadcast shows.