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Alessia Cornaggia-Urrigshardt

2 accepted papers

2026

QUANTIZATION-BASED SCORE CALIBRATION FOR FEW-SHOT KEYWORD SPOTTING WITH DYNAMIC TIME WARPING IN NOISY ENVIRONMENTS

ICASSP 2026poster

Detecting occurrences of keywords with keyword spotting (KWS) systems requires thresholding continuous detection scores. Selecting appropriate thresholds is a non-trivial task, typically relying on optimizing performance on a validation dataset. However, such greedy threshold selection often leads t…

Cited by 0SourcePDFScholar
2024

TACos: Learning Temporally Structured Embeddings for Few-Shot Keyword Spotting with Dynamic Time Warping

ICASSP 2024accepted

To segment a signal into blocks to be analyzed, few-shot keyword spotting (KWS) systems often utilize a sliding window of fixed size. Because of the varying lengths of different keywords or their spoken instances, choosing the right window size is a problem: A window should be long enough to contain…

Cited by 0SourceScholar