Cross-Dialectal Voice Conversion with Neural Networks
نویسندگان
چکیده
منابع مشابه
Voice Conversion using Convolutional Neural Networks
The human auditory system is able to distinguish the vocal source of thousands of speakers, yet not much is known about what features the auditory system uses to do this. Fourier Transforms are capable of capturing the pitch and harmonic structure of the speaker but this alone proves insufficient at identifying speakers uniquely. The remaining structure, often referred to as timbre, is critical...
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Voice conversion techniques aim to modify a subject’s voice characteristics in order to mimic the one’s of another person. Due to the difference in utterance length between source and target speaker, state of the art voice conversion systems often rely on a frame alignment pre-processing step. This step aligns the entire utterances with algorithms such as dynamic time warping (DTW) that introdu...
متن کاملCross - Lingual Voice Conversion
CROSS-LINGUAL VOICE CONVERSION Cross-lingual voice conversion refers to the automatic transformation of a source speaker’s voice to a target speaker’s voice in a language that the target speaker can not speak. It involves a set of statistical analysis, pattern recognition, machine learning, and signal processing techniques. This study focuses on the problems related to cross-lingual voice conve...
متن کاملSpectral Mapping Using Artificial Neural Networks for Intra-lingual and Cross-lingual Voice Conversion
CERTIFICATE This is to certify that the work contained in this thesis titled Spectral mapping using have not been submitted to any other Institute or University for the award of any degree or diploma. Date Mr. Kishore Prahallad ii ACKNOWLEDGEMENTS I would like to express my deepest appreciation to Kishore Prahallad, my advisor for his guidance, encouragement and support throughout my duration a...
متن کاملTransformation of formants for voice conversion using artificial neural networks
In this paper we propose a scheme for developing a voice conversion system that converts the speech signal uttered by a source speaker to a speech signal having the voice characteristics of the target speaker. In particular, we address the issue of transformation of the vocal tract system features from one speaker to another. Formants are used to represent the vocal tract system features and a ...
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ژورنال
عنوان ژورنال: IEICE Transactions on Information and Systems
سال: 2014
ISSN: 0916-8532,1745-1361
DOI: 10.1587/transinf.2014edp7116