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Found 6 papers, 0 papers with code
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
Pre-trained multilingual speech foundation models, like Whisper, have shown impressive performance across different languages.
U2-KWS: Unified Two-pass Open-vocabulary Keyword Spotting with Keyword Bias
Open-vocabulary keyword spotting (KWS), which allows users to customize keywords, has attracted increasingly more interest.
Spike-Triggered Contextual Biasing for End-to-End Mandarin Speech Recognition
However, unlike shallow fusion methods that directly bias the posterior of the ASR model, deep biasing methods implicitly integrate contextual information, making it challenging to control the degree of bias.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition
Multilingual automatic speech recognition (ASR) systems have garnered attention for their potential to extend language coverage globally.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+2
Adaptive Contextual Biasing for Transducer Based Streaming Speech Recognition
By incorporating additional contextual information, deep biasing methods have emerged as a promising solution for speech recognition of personalized words.
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction Network
In this study, we introduce a contextual phrase prediction network for an attention-based deep bias method.
