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A Broadcast News Corpus for Evaluation and Tuning of German LVCSR Systems

Transcription of broadcast news is an interesting and challenging application for large-vocabulary continuous speech recognition (LVCSR). We present in detail the structure of a manually segmented and annotated corpus including over 160 hours of German broadcast news, and propose it as an evaluation framework of LVCSR systems. We show our own experimental results on the corpus, achieved with a state-of-the-art LVCSR decoder, measuring the effect of different feature sets and decoding parameters, and thereby demonstrate that real-time decoding of our test set is feasible on a desktop PC at 9.2% word error rate.

preprint2014arXivOpen access
Felix WeningerBjörn SchullerFlorian EybenMartin WöllmerGerhard Rigoll
Computation and LanguageSound
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Open access5 authors2 topics
Imported metadata coverageMissing code, dataset, citation and institution fields are tracked without dominating the paper.Details
Citations: 0Reviews: 0Saves: 0Code: not linkedDataset: not linkedInstitutions: 0

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Felix WeningerBjörn SchullerFlorian EybenMartin WöllmerGerhard Rigoll

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