VocBench is a framework that benchmark the performance of state-of-the art neural vocoders.
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…CVSS is derived from the Common Voice speech corpus and the CoVoST 2 speech-to-text translation (ST) corpus, by synthesizing the translation text from CoVoST 2 into speech using state-of-the-art TTS systems
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…ST models trained with an addition of the corpus obtain new state-of-the-art results on the MuST-C English-German benchmark test set.
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…Evaluation results from two state-of-the-art SMAD systems are also provided as a benchmark for future reference.
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…In contrast to prior efforts, the proposed database contains genuine and replayed recordings of voice commands obtained in realistic usage scenarios and using state-of-the-art voice assistant development
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…Qualitative and quantitative experiments demonstrate metrics' validness, ground truth data quality, and baseline's state-of-the-art performance.
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…We then use SingFake to evaluate four state-of-the-art speech countermeasure systems trained on speech utterances.