Search Results for author: Rosanna Milner

Found 4 papers, 0 papers with code

Empirical Interpretation of the Relationship Between Speech Acoustic Context and Emotion Recognition

no code implementations30 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.

Emotional Intelligence Speech Emotion Recognition

A cross-corpus study on speech emotion recognition

no code implementations5 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.

Cross-corpus Speech Emotion Recognition

Empirical Interpretation of Speech Emotion Perception with Attention Based Model for Speech Emotion Recognition

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.

Emotional Intelligence Speech Emotion Recognition

The 2015 Sheffield System for Transcription of Multi-Genre Broadcast Media

no code implementations21 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.

Acoustic Modelling Automatic Speech Recognition +3

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