How to Generate Voice
A few years ago, speech generation was considered science fiction. But with the development of artificial intelligence, it has become possible not only to generate sounds but also to create realistically sounding human speech that is indistinguishable from the real thing. Creating voice-over clips finds practical application in everything from video dubbing to virtual assistants. This article will teach you how to generate human voice through a neural network.
Is It Possible?
Artificial intelligence (AI) technologies are constantly being modernized. It is now possible not only to generate a human voice but also to convert ready text into speech in different languages. Audiobooks, podcasts, online lectures, video content, movie dubbing, video game voice-overs, chatbots — automated speech synthesis is actively applied in all these formats. Neural networks can replicate intonations, accents, emotional tones, and pauses, making robotic speech very close to human speech.
How to Generate
There are many services for speech conversion. Some platforms are completely free but have limited functionality. For professional processing, it is better to use paid voice converters with a subscription and a free trial period.
Tips on how to generate voice with a neural network for free or paid:
- Test platforms to choose the service that suits you in all parameters.
- Prepare text for speech synthesis, taking into account pauses and pronunciation features.
- Set the generation parameters, you can choose the language, timbre, reading speed, intonation, etc.
- After entering the data and setting the parameters, click the generation button and wait for the result.
- Listen to the audio file and edit if necessary.
With a properly chosen platform and suitable settings, it is easy to achieve realistic sound. You can store audio files in cloud storage or on your computer.
How to Get a Human Voice?
If you want to create a voice clone of a specific person, for example, a celebrity, you will need a recording of their speech. Even a few read sentences will suffice. The neural network will analyze the provided fragment, learn to imitate the timbre, intonations, accents, and create a cloning model. After training, you can enter text, and the neural network will read it. This way, you can generate someone else’s voice or your own.
Is Free Voice Generation Possible?
Many services offer the possibility to try voice content generation for free. Some platforms allow a limited number of free requests over a certain period, such as Google Cloud Text-to-Speech or IBM Watson. Most paid services offer free demo versions for testing. Also, there are open-source projects for voice generation, for example, Google’s Tacotron.
How to Get a Female Voice?
Each voice generation service offers the option to choose whether the text will be spoken in a male or female voice. Simply set the desired parameter in the settings. For greater naturalness, you can choose high tones, speaking speed, intonations, even the accent. If you want to generate the voice of a specific woman, provide a voice fragment for training the model.
Tips and Conclusions
To achieve the most realistic result in voice generation, follow these recommendations:
- Enter text following the rules of spelling and grammar so that the model generates it correctly.
- Use trusted services with positive reviews.
- For precise settings, use the built-in functions of the platform.
- Choose parameters considering the purpose of generation.
- Edit requests to achieve the desired result.
With neural networks, you can generate audio content even for free. However, to achieve high quality, it is better to choose a paid platform with extended functionality to more accurately synthesize speech with natural intonations. Remember that artificial intelligence continues to improve and is getting closer every day to perfectly imitating human speech.
