For instance, we can directly call and get responses from the ChatGPT model and embed its answers in our applications OpenAI has recently launched the Whisper APIs used to convert Speech to Text. This opens up a wide variety of applications. ![]() ![]() For example, earlier this month, they launched an API endpoint for chat completions with the ChatGPT model. OpenAI exposes a set of APIs to interact with its GPT models. This article demonstrates a workflow for integrating multiple AI services to perform speech-to-text (STT), natural language processing (NLP), and text-to-speech (TTS) using OpenAI’s ChatGPT and Whisper APIs in Python. This article is a practical demonstration of one of the ways we can leverage the power of ChatGPT, NLP, STT and TTS :). But this age will also allow us to leverage AI to improve human lives.Īs scary as it can get for some people, ChatGPT can be leveraged in fun new ways. In the rising generation of AI, we will witness paradigm shifts and the far-reaching consequences of AI in almost all spheres of human lives. The rate of adoption of ChatGPT rattled giants like Google. Print("Did you say: "+recognizer.ChatGPT has unveiled a world of possibilities lying ahead for us in the age of AI. To make the API understand the language and give the output, just make the following changes to the code. Implementation of speech to text in Kannada Since I speak Kannada, I will include one small change in the code and display the output in Kannada. It not only supports common languages of the world but also supports multiple Indian languages as well. Print("Did you say: "+recognizer.recognize_google(listening))Īnother interesting thing about this is the number of languages it supports. Now that we have the input ready it is time to call the Google API to recognize the speech and display the text. We will first import the library and activate our microphone as follows: import speech_recognition as sr Next, we can use the API and write code to build the speech to text converter in real-time for the English language. Installationīefore we get into the implementation, you will have to download the library with the pip command. Now that we know how the Google API works we will put it to use and activate the microphone in the system and convert it into text.
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