![]() Received: SeptemAccepted: MaPublished: April 3, 2023Ĭopyright: © 2023 Hu, Zhu. ![]() Here, we focus on improving the performance of the synthesizer module to achieve higher-quality speech synthesis audio output.Ĭitation: Hu W, Zhu X (2023) A real-time voice cloning system with multiple algorithms for speech quality improvement. We replace the pre-net module of the synthesizer and use an upgraded noise reduction algorithm combined with the SV2TTS framework to achieve a system with superior speech synthesis performance. Finally, we also improved the preprocessing and waveform conversion modules of the synthesizer. Thus, we improve the model by splitting the letters and pronouncing them separately. The original model uses fuzzy pronunciation for such words, which is not only meaningless but also affects the entire sentence. In this study, we add a text determination module to a synthesizer module to process words the model has not included. However, traditional speech cloning technology still has certain limitations excessively large text inputs cannot be adequately processed, and the synthesized audio may include noise artifacts like breaks and unclear phrases. Speech cloning can be performed as a subtask of speech synthesis technology by using deep learning techniques to extract acoustic information from human voices and combine it with text to output a natural human voice. Also, you can "Pause" or "Stop" the conversion process.With the development of computer technology, speech synthesis techniques are becoming increasingly sophisticated. Lastly, you can click on "Play" button to start and listen the conversion. Also, you can change the male or female voice. There is one dro-down option where you can choose the speech-language. Drag right to speed up and drag left for speed down. You can use the slider to increase or decrease the conversion speech speed. The next step is to choose the speed of the voice. You can enter or paste your text in this field. When you open the tool, there is a text area block at the top of the page. There are four steps that you need to follow to use this app. After arranging these things, open Text to Speech Reader and follow the steps below. Also, you have to install any web browser to open it. So, you need an Internet connection to get access. Mobile Responsive: We have made this text to voice reader mobile friendly.Browser Compatibility: Our tool works on almost all web browsers.Also, we don't take any hidden charges or subscription rates. Simply type or paste the text and hear it. No Login, No Signup: You don't have to create an account on our website in order to use the tool.Also, you can increase or decrease the speed of voice using the range slider option. So, anyone can easily go through the app. Easy to Use: We have put simple 4 buttons.So, with a slower connection, you will also get instant results. However, it depends upon your Internet Speed. Speed of Conversion: The conversion process is very fast and it takes less than a second to convert text to speech.Even more, you will get different options to choose the voice's gender or accent. Natural Voice: It's very surprising that our tool gives natural human voice as an output.No one will find it difficult to understand the speech. Therefore, anyone can easily recognize each character or word. Audio Clarity: The output audio is very transparent and high quality.The quality of our tool is judged by many criteria but some of the very important points are as follows:
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