Search Results for author: Anna Ollerenshaw

Found 5 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

Dynamic Kernels and Channel Attention for Low Resource Speaker Verification

no code implementations3 Nov 2022 Anna Ollerenshaw, Md Asif Jalal, Thomas Hain

Instead, this paper proposes an approach to increase the model resolution capability using attention-based dynamic kernels in a convolutional neural network to adapt the model parameters to be feature-conditioned.

Speaker Verification Speech Enhancement

Probing Statistical Representations For End-To-End ASR

no code implementations3 Nov 2022 Anna Ollerenshaw, Md Asif Jalal, Thomas Hain

End-to-End automatic speech recognition (ASR) models aim to learn a generalised speech representation to perform recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Insights on Neural Representations for End-to-End Speech Recognition

no code implementations19 May 2022 Anna Ollerenshaw, Md Asif Jalal, Thomas Hain

This paper analyses and explores the internal dynamics between layers during training with CNN, LSTM and Transformer based approaches using Canonical correlation analysis (CCA) and centered kernel alignment (CKA) for the experiments.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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