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Miaomiao Ma

2 accepted papers

2024

CB-Whisper: Contextual Biasing Whisper Using Open-Vocabulary Keyword-Spotting

COLING 2024main

End-to-end automatic speech recognition (ASR) systems often struggle to recognize rare name entities, such as personal names, organizations and terminologies that are not frequently encountered in the training data. This paper presents Contextual Biasing Whisper (CB-Whisper), a novel ASR system base…

2024

Cross-Domain Audio Deepfake Detection: Dataset and Analysis

EMNLP 2024main

Audio deepfake detection (ADD) is essential for preventing the misuse of synthetic voices that may infringe on personal rights and privacy. Recent zero-shot text-to-speech (TTS) models pose higher risks as they can clone voices with a single utterance. However, the existing ADD datasets are outdated…