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Found 5 papers, 0 papers with code
Locality enhanced dynamic biasing and sampling strategies for contextual ASR
During training, a list of biasing phrases are selected from a large pool of phrases following a sampling strategy.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Consistency Based Unsupervised Self-training For ASR Personalisation
On-device Automatic Speech Recognition (ASR) models trained on speech data of a large population might underperform for individuals unseen during training.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
On-Device Speaker Anonymization of Acoustic Embeddings for ASR based onFlexible Location Gradient Reversal Layer
Our paper proposes a privacy-enhancing framework that targets speaker identity anonymization while preserving speech recognition accuracy for our downstream task~-~Automatic Speech Recognition (ASR).
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
pMCT: Patched Multi-Condition Training for Robust Speech Recognition
For analyses on robust ASR, we employed pMCT on the VOiCES dataset which is a noisy reverberant dataset created using utterances from LibriSpeech.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
FedNST: Federated Noisy Student Training for Automatic Speech Recognition
To this end, we propose FedNST, a novel method for training distributed ASR models using private and unlabelled user data.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+3
