31 citations · 122 across the 37 of their papers we have counts for
4 papers · 2 filters
Non Intrusive Intelligibility Predictor for Hearing Impaired Individuals using Self Supervised Speech Representations
George Close, Thomas Hain, Stefan Goetze
Self-supervised speech representations (SSSRs) have been successfully applied to a number of speech-processing tasks, e.g. as feature extractor for speech quality (SQ) prediction,…
Empirical Interpretation of the Relationship Between Speech Acoustic Context and Emotion Recognition
Anna Ollerenshaw, Md Asif Jalal, Rosanna Milner +1
Speech emotion recognition (SER) is vital for obtaining emotional intelligence and understanding the contextual meaning of speech. Variations of consonant-vowel (CV) phonemic bound…
On Data Sampling Strategies for Training Neural Network Speech Separation Models
William Ravenscroft, Stefan Goetze, Thomas Hain
Speech separation remains an important area of multi-speaker signal processing. Deep neural network (DNN) models have attained the best performance on many speech separation benchm…
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement
George Close, William Ravenscroft, Thomas Hain +1
Recent work in the domain of speech enhancement has explored the use of self-supervised speech representations to aid in the training of neural speech enhancement models. However,…