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09/17/2023
Enhancing Quantised End-to-End ASR Models via Personalisation
Recent end-to-end automatic speech recognition (ASR) models have become ...
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07/04/2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data
Manually annotating fine-grained slot-value labels for task-oriented dia...
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06/02/2023
Can Contextual Biasing Remain Effective with Whisper and GPT-2?
End-to-end automatic speech recognition (ASR) and large language models,...
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05/30/2023
Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator
The incorporation of biasing words obtained through contextual knowledge...
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10/29/2022
End-to-end Spoken Language Understanding with Tree-constrained Pointer Generator
End-to-end spoken language understanding (SLU) suffers from the long-tai...
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10/24/2022
Spectral Clustering-aware Learning of Embeddings for Speaker Diarisation
In speaker diarisation, speaker embedding extraction models often suffer...
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07/02/2022
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition
Incorporating biasing words obtained as contextual knowledge is critical...
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05/18/2022
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer Generator
Contextual knowledge is essential for reducing speech recognition errors...
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09/01/2021
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition
Contextual knowledge is important for real-world automatic speech recogn...
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10/22/2020
Combination of Deep Speaker Embeddings for Diarisation
Recently, significant progress has been made in speaker diarisation afte...
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02/06/2020
Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis
This paper proposes a hierarchical, fine-grained and interpretable laten...
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02/06/2020
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior
Recent neural text-to-speech (TTS) models with fine-grained latent featu...
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02/08/2019