Muhammad Nur Yanhaona

Structure Before Sampling: Community-Aware Core-Set Selection for Data-Efficient Text-to-Speech

Text-to-speech (TTS) corpora are costly to record, yet many utterances add little new phonetic information. Core-set selection reduces this cost by choosing a small training subset under a fixed audio-duration budget. We represent a corpus as a phonotactic graph that links each utterance to its most phonemically simila...