通篇读完NaturalSpeech3, 我感觉这份工作最大的价值在于实现"可控地zero-shot TTS", 从放出来的demo来看,亦是符合这一目标。 文章的思路也非常清晰,对模型的细节解释的也很详细,读起来很通俗易懂。 期待自己能够早日完成这一工作的复现吧~
Zero-shot是指完全不fine tune TTS模型就合成一个在训练数据中没出现过的说话人的语音的任务,这个任务主要依靠的还是speaker embedding,之前讲过的d-vector就是其中具有代表性的工作。 1. Introduction 本文的主要目的是提升unseen speaker的TTS表现。也就是说要提高相应的speaker embedding的性能。 为了应付unseen speak...
语音合成技术近年来取得了显著进展，尤其是随着"大模型"和"超自然"概念的引入，"NaturalSpeech"系列算法应运而生。这一系列研究至今日已经发展到了第三阶段，即NaturalSpeech3，该阶段在语音合成领域实现了重要突破，不仅能够实现零样本文本到语音（TTS）的合成，还能实现对合成语音的细粒度控制。第一阶段的...
Today we're thrilled to announce that Azure AI Speech Service has upgraded its Personal Voice feature with new zero-shot TTS (text-to-speech) models. Compared to the initial model, these new models improve the naturalness of synthesized voices and better resemble the ...
zero-shot-ttsenvironment-aware-ttsacoustic-environment-conversion UpdatedDec 22, 2024 Add a description, image, and links to thezero-shot-ttstopic page so that developers can more easily learn about it. To associate your repository with thezero-shot-ttstopic, visit your repo's landing page and...
Zero-shot text-to-speech (TTS) aims to synthesize voices with unseen speech prompts, which significantly reduces the data and computation requirements for voice cloning by skipping the fine-tuning process. However, the prompting mechanisms of zero-shot TTS still face challenges in the following aspe...
We pre-trained the foundation model from scratch and fine-tuned it on a large-scale robust multi-speaker text-to-speech (TTS) task. We tested the model capabilities in a zero- and few-shot scenario. Based on two listening tests, we evaluated the synthetic audio quality and the similarity ...
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone coqui-ai/TTS • • 4 Dec 2021 YourTTS brings the power of a multilingual approach to the task of zero-shot multi-speaker TTS. 3 Paper Code Stochastic Pitch Prediction Improves the Diversity and Na...
3. Zero-Shot 最近因为CLIP的出现,Zero-Shot可能会引起一波热潮,ViLD将CLIP成功应用于目标检测领域,相信未来会有越来越多的基于CLIP的Zero-Shot方法。 ViLD:超越Supervised的Zero-Shot检测器 4. 多模态 最近的ViLT结合了BERT和ViT来做多模态,并且通过增加标志位来巧妙的区分不同模态,感觉是一个非常好的做多模态的...
ZeroVOX: A zero-shot realtime TTS system, fully offline, free and open source ZeroVOX is a text-to-speech (TTS) system built for real-time and embedded use. ZeroVox runs entirely offline, ensuring privacy and independence from cloud services. It's completely free and open source, inviting...