One-shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization 文章地址:arxiv.org/abs/1904.0574 相关代码:github.com/jjery2243542 出处:台湾大学,李宏毅老师团队 摘要 过往有许多关于音色转换的研究主要集中在并行语料集的基础上的,已经能够实现将一种的音色转换成其多种其他...
voice conversion是保留音频的内容而更换音频的音色,以前的VC可以被分为两类:平行数据和非平行数据。平行数据是转换设计的源音频和目标音频的内容一致,这是不容易获得的。非平行数据是源音频和目标音频的内容不一致,甚至可以跨语言,因此受到很多人的关注。目前,非平行数据可以使用GAN进行直接转换或者使用ASR作为辅助来进...
首先,采用说话人归一化模块去除ASR提取的瓶颈特征中与说话人相关的信息。其次,我们在自适应过程中采用权重正则化,以防止仅使用目标说话人的一种话语作为训练数据而导致的过度拟合。最后,为了全面解耦语音因素,即内容、说话者、风格和将源风格传输到目标,使用韵律模块提取韵律表示。实验表明,我们的方法在风格和说话人相似...
In this work, we propose a variant of STARGAN for many-to-many voice conversion (VC) conditioned on the d-vectors for short-duration (2-15 seconds) speech. We make several modifications to the STARGAN training and employ new network architectures. We employ a transformer encoder in the ...
Recently, voice conversion (VC) without parallel data has been successfully adapted to multi-target scenario in which a single model is trained to convert the input voice to many different speakers. However, such model suffers from the limitation that it can only convert the voice to the speaker...
语音转换(voice conversion或简称VC)的目标是保留语音的语言特征的同时,转换语言的非语言特征。语言的非语言特征包括口音,音色,说话风格等。本文研究的目标是音色转换。 关于VC的研究大致可以分为两类,一种是基于并行数据的监督学习方法,一种是基于非并行数据的非监督方法(本文方案)。使用监督方案的优点在于语料足够的...
语音转换(Voice Conversion,VC)是一种技术,可以将源说话者的声音转换成目标风格,如说话者身份[1]、韵律[2]和情感[3],同时保持语言内容不变。在本文中,我们关注在一次性条件下进行说话者身份转换,即仅给定目标说话者的一段话作为参考。 典型的一次性语音转换方法是从源语音和目标语音中分别解耦内容信息和说话者信...
⭐ Now, you only need to use the reference speech for one-shot voice cloning and no longer need to manually enter the duration statistics additionally. 😄 The authors are preparing simple, clear, and well-documented training process of Unet-TTS based on Aishell3. ...
Voice conversion (VC) is a task that transforms the source speaker's timbre, accent, and tones in audio into another one's while preserving the linguistic content. It is still a challenging work, especially in a one-shot setting. Auto-encoder-based VC methods disentangle the speaker and the...
The main Baldur's Gate 3 voice actors are appearing, as their video game characters, in a DnD One Shot on the RPG series High Rollers. Matt Bassil Published:Sep 19, 2023 Baldur's Gate 3Dungeons and Dragons Baldur’s Gate 3’s voice actorsare appearing in aD&D one shoton theDungeons ...