It is a hot topic in language, speech, and machine learning research and has broad applications in industry. This book introduces neural network-based TTS in the era of deep learning, aiming to provide a good understanding of neural TTS, current research and applications, and the future ...
Text-To-Speech Synthesis abstract 文中介绍了一种多说话人的语音合成系统(TTS),可以合成不在训练集合中的说话人声音,包括在train的时候没有见过的。该系统包含了三个部分。 a speaker encoder net: 在数千个说话者的带噪数据集上训练的,不需要文本数据,可以从几秒的语音中生成一个embedding vector; 一个基于ta...
撰写的《Neural Text-to-Speech Synthesis》上线啦!无论你是研究学者、工程师还是创业者,本书都将是你掌握神经网络语音合成技术的最佳指南。书中首先介绍了TTS的历史,阐释了神经网络TTS的相关概念,并讲解了有关语言和语音处理、神经网络和深度学习以及深度生成模型的初步知识。做到基础知识(文本分析、声学模型、声码器...
FastSpeech有几个优势[282]:1)极快的推理速度(例如,在梅尔谱图生成上加速270倍,在波形生成上加速38倍);2)无跳词和重复问题的鲁棒语音合成;3)语音质量与之前的自回归模型相当。FastSpeech已经部署在Microsoft Azure Text to Speech Service中,以支持Azure TTS中的所有语言和地区。 FastSpeech利用一个明确的持续时间预...
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Text-To-SpeechSynthesis abstract 文中介绍了一种多说话人的语音合成系统(TTS),可以合成不在训练集合中的说话人声音,包括在train的时候没有见过的。该系统包含了三个部分。 a...不修改模型参数的情况下,仅通过target几秒的声音...
We introduce a language modeling approach for text to speech synthesis (TTS). Specifically, we train a neural codec language model (called Vall-E) using discrete codes derived from an off-the-shelf neural audio codec model, and regard TTS as a conditional language modeling task rather than ...
The Speech Synthesis Markup Language (SSML) with input text determines the structure, content, and other characteristics of the text to speech output. For example, you can use SSML to define a paragraph, a sentence, a break or a pause, or silence. You can wrap text with event tags such ...
Neural text to speech (Neural TTS) is a powerful speech synthesis capability of Azure cognitive services. It enables users to convert...
Neural text-to-speech (TTS) synthesis can generate speech that is indistinguishable from natural speech. However, the synthetic speech often represents the average prosodic style of the database instead of having more versatile prosodic variation. Moreover, many models lack the ability to control the...
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