3/8/2024 0 Comments Chills voice text to speechYou may have already observed TTS technology with the following use cases. In several industries, speech synthesis is proving its functional purpose. In the 2021 IDC Conversational AI Adoption Survey, among 251 companies, 74.5% reported using TTS in voice-based conversational AI solutions and 68.5% using TTS in accessibility solutions (Figure 1).įigure 1. In general, TTS is the last stage in applications such as virtual assistants, digital humans, and service robots. Vocoder model: Takes spectrograms as an input and generates a synthetic voice that we can all hear.Spectrogram generator: Generates spectrogram from an encoded text vector.Text encoding: Converts text into an encoded vector that is used as an input to a spectrogram generator.Text normalization and preprocessing: Turns numbers and abbreviations into words. ![]() In an end-to-end TTS pipeline, these are the key models and modules that make this conversion possible: How speech synthesis systems workĪs the name suggests, text-to-speech, or speech synthesis, is the process of transforming written text into natural, human-like speech audio. This post explains how speech synthesis systems operate and then introduces both common and novel uses of TTS technology. Deploying in all cloud, data centers, at the edge, or on embedded devices.Customizing AI models and pipelines at inference time to generate expressive synthetic voice.Running an end-to-end TTS pipeline in a few milliseconds for natural interactions.In fact, the use of TTS is growing as a result of recent advances: With the latest TTS techniques, you can generate a synthetic voice from only a few minutes of audio data–this is ideal for those who have lost their voice and only have limited recordings. TTS applications are highly useful as they enable greater content accessibility for those who use assistive devices. ![]() The technology powering this generated voice response is known as text-to-speech (TTS). When interacting with a virtual assistant, you give a command and receive a verbal response.
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