39 citations · 40 across the 4 of their papers we have counts for
11 papers
Learnable Acoustic Frontends in Bird Activity Detection
Mark Anderson, Naomi Harte
Autonomous recording units and passive acoustic monitoring present minimally intrusive methods of collecting bioacoustics data. Combining this data with species agnostic bird activ…
AV Taris: Online Audio-Visual Speech Recognition
George Sterpu, Naomi Harte
In recent years, Automatic Speech Recognition (ASR) technology has approached human-level performance on conversational speech under relatively clean listening conditions. In more…
Learning to Count Words in Fluent Speech enables Online Speech Recognition
George Sterpu, Christian Saam, Naomi Harte
Sequence to Sequence models, in particular the Transformer, achieve state of the art results in Automatic Speech Recognition. Practical usage is however limited to cases where full…
Should we hard-code the recurrence concept or learn it instead ? Exploring the Transformer architecture for Audio-Visual Speech Recognition
George Sterpu, Christian Saam, Naomi Harte
The audio-visual speech fusion strategy AV Align has shown significant performance improvements in audio-visual speech recognition (AVSR) on the challenging LRS2 dataset. Performan…
Neural Generation of Dialogue Response Timings
Matthew Roddy, Naomi Harte
The timings of spoken response offsets in human dialogue have been shown to vary based on contextual elements of the dialogue. We propose neural models that simulate the distributi…
How to Teach DNNs to Pay Attention to the Visual Modality in Speech Recognition
George Sterpu, Christian Saam, Naomi Harte
Audio-Visual Speech Recognition (AVSR) seeks to model, and thereby exploit, the dynamic relationship between a human voice and the corresponding mouth movements. A recently propose…