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Deep learning speech synthesis refers to the application of deep learning models to generate natural-sounding human speech from written text (text-to-speech) or spectrum . Deep neural networks are trained using large amounts of recorded speech and, in the case of a text-to-speech system, the associated labels and/or input text.
Audio deepfake technology, also referred to as voice cloning or deepfake audio, is an application of artificial intelligence designed to generate speech that convincingly mimics specific individuals, often synthesizing phrases or sentences they have never spoken.
15.ai was a free non-commercial web application that used artificial intelligence to generate text-to-speech voices of fictional characters from popular media.Created by an artificial intelligence researcher known as 15 during their time at the Massachusetts Institute of Technology, the application allowed users to make characters from video games, television shows, and movies speak custom ...
Speech synthesis is the artificial production of human speech. A computer system used for this purpose is called a speech synthesizer , and can be implemented in software or hardware products. A text-to-speech ( TTS ) system converts normal language text into speech; other systems render symbolic linguistic representations like phonetic ...
A vocoder (/ ˈ v oʊ k oʊ d ər /, a portmanteau of voice and encoder) is a category of speech coding that analyzes and synthesizes the human voice signal for audio data compression, multiplexing, voice encryption or voice transformation. The vocoder was invented in 1938 by Homer Dudley at Bell Labs as a means of synthesizing human speech. [1]
The human voice consists of sound made by a human being using the vocal tract, including talking, singing, laughing, crying, screaming, shouting, humming or yelling. The human voice frequency is specifically a part of human sound production in which the vocal folds (vocal cords) are the primary sound source.
PPG Phonem was originally designed to do just vocal synthesis, though it is capable of acting as a universal sound synthesizer. It has 12 individual resonators which all impact the sound output .It organizes sound at the level of the individual phoneme and strings phonemes together, every phoneme within can be adjusted to alter the result.
In human speech production, the sound source is the vocal folds, which can produce a periodic sound when constricted or an aperiodic (white noise) sound when relaxed. [4] The filter is the rest of the vocal tract, which can change shape through manipulation of the pharynx , mouth, and nasal cavity. [ 3 ]
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