Mobile speech synthesis method
A speech synthesis and speech technology, applied in speech synthesis, speech analysis, instruments, etc., can solve the problems of complex primitive search algorithm, limited storage space and computing power of mobile terminals, and cannot fully meet the needs of mobile terminals.
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[0198] Step 1: Prepare a large-scale corpus, which includes more than 5,000 Chinese sentences taken from the People’s Daily. Each sentence includes text, pinyin, prosodic level annotation, Mandarin recording data with 16K sampling rate and 16bit precision, syllable segmentation annotation, Fundamental frequency notation.
[0199] Step 2: Extract feature values, including each syllable, PosInPhrase, PosInWord, PosInPhrase, PosInSentence, PreTone, PostTone, LeftPhone, RightPhone, RightPhoneType, LeftPhoneType, a total of nine feature values, as well as duration, energy, fundamental frequency curve, waveform data.
[0200] The following two steps take the primitive "shi4" as an example to illustrate the process of sound bank construction and prosodic model training.
[0201] Step 3: "shi4" has a total of 1166 samples in the corpus. According to the eigenvector composed of the duration D, energy U, and fundamental frequency vector P of each sample, the Mahalanobis distance betwe...
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