#speech-synthesis

#speech-synthesis

HierSpeech++ achieves high-quality zero-shot speech synthesis with a structured framework and improved inference speed, using minimal datasets.

The model shows potential for versatile applications, including voice cloning and emotion-controllable speech synthesis.

SpeechSR improves speech super-resolution by upsampling from 16 kHz to 48 kHz with superior performance and efficiency over existing models.

The article explores advanced speech synthesis tasks using various metrics for evaluation, focusing on voice conversion and text-to-speech models.

It details the experimentation and methodologies applied in evaluating speech synthesis quality.

HierSpeech++ is a leading zero-shot text-to-speech model that excels in naturalness and overall performance.

The Hierspeech++ model outperforms existing models in naturalness and prompt similarity for zero-shot speech synthesis.

The evaluation revealed important limitations in similarity with ground truth versus prompt-generated speech.

HierSpeech++ demonstrates superior performance in voice style transfer compared to traditional models, significantly enhancing naturalness in speech synthesis.

HierSpeech++ leverages advanced architecture improvements for enhanced zero-shot voice synthesis and voice conversion capabilities.

The paper discusses training a hierarchical speech synthesizer using the LibriTTS dataset, emphasizing the importance of data diversity for robust voice style transfer.

The model enhances zero-shot speech synthesis but faces challenges with background noise and speech clarity.

Style Prompt Replication (SPR) enables effective synthesis from short speech prompts, enhancing style transfer in speech generation.

Advances in AI have made it difficult to distinguish between authentic human speech and deepfake voices.

A new tool called AntiFake aims to prevent unauthorized speech synthesis and protect voices from piracy and counterfeiting.

Ning Zhang has developed AntiFake, a tool to defend against deepfake speech synthesis by distorting audio signals just enough to confuse AI.

AntiFake takes a proactive stance by preventing the synthesis of deceptive speech before it happens.

The code for AntiFake is freely available to users.

Text-to-speech technology enhances accessibility and user experience in web applications.

The Web Speech API allows for the integration of text-to-speech and speech recognition functionalities in web applications.

Text-to-speech technology enhances accessibility and user experience in web applications.

The Web Speech API allows for the integration of text-to-speech and speech recognition functionalities in web applications.