Introduction
In today’s bustling world, staying updated with the news is essential. However, finding the time to read long – form news articles can be a struggle. Moreover, consuming news in one’s native language can enhance understanding and engagement. This is where NewsVoiceAI comes in, an innovative application that aims to change the way we access news. By using artificial intelligence, NewsVoiceAI converts live English news articles into short Punjabi audio summaries, making it convenient to stay informed while on the move.
What is NewsVoiceAI?
NewsVoiceAI was created with the goal of making news more accessible, especially for Punjabi – speaking audiences. It addresses several key issues such as time constraints, language accessibility, and ease of consumption. For busy professionals, commuters, or those with visual impairments, it offers a seamless way to stay in the know. Its key features include live news fetching from sources like The Guardian, AI – powered summarization using OpenAI models, Punjabi translation, text – to – speech conversion, and a user – friendly interface built with Streamlit.
How NewsVoiceAI Works
The working of NewsVoiceAI can be broken down into several steps:
- Fetch News Articles: It uses The Guardian API to retrieve top live news articles based on set criteria or user preferences. The fetch_news function interacts with The Guardian API and retrieves articles while handling errors.
- Fetch Article Content: For each article, the full content is fetched to prepare for summarization. The fetch_article_content function sends a GET request to the article’s API URL and parses the JSON response to extract the text.
- Summarize and Translate Content Using OpenAI API: OpenAI’s GPT models are used to first summarize the article and then translate the summary into Punjabi. The summarize_and_translate function initializes the OpenAI API, creates appropriate prompts for summarization and translation, and gets the responses.
- Convert Punjabi Text to Speech Using Sarvam TTS API: The translated text is converted into audio using the Sarvam TTS API. The punjabi_text_to_speech function splits the text into chunks to handle the API’s character limit, sends each chunk to the API, and collects the audio chunks to form the complete audio file.
- Build the Streamlit Interface: The user interface is built with Streamlit. The main function sets up the app, including page configuration, styling, and allows users to select the number of articles. It then displays the fetched news, summaries, translations, and audio while handling errors.
How to Obtain the APIs
To build and run NewsVoiceAI, API keys from The Guardian Open Platform API, OpenAI API, and Sarvam TTS API are required. The steps to obtain each key are as follows: For The Guardian API, visit the Open Platform, register for a developer key, fill out the form, and store the key securely. For OpenAI API, create an account, verify email and phone number, access the API dashboard, generate a key, and store it securely. Note that OpenAI’s APIs are paid services with some free credits for new users. For Sarvam TTS API, visit their website, sign up, access the developer dashboard, generate a key, and store it securely.
Technologies Behind NewsVoiceAI
The Guardian API provides access to a wide range of live news articles and metadata. OpenAI’s GPT models are used for summarization and translation, reducing reading time and enabling Punjabi – speaking users to consume content easily. The Sarvam TTS API (or other Punjabi – supporting TTS providers) offers natural – sounding voice and can handle large texts. Streamlit simplifies the creation of the interactive web interface, making it easy for users to interact with the app.
Conclusion
NewsVoiceAI is a significant step in making news more accessible and personalized. It breaks down language barriers, saves time, and offers a convenient way to consume news through audio playback. As technology continues to progress, applications like NewsVoiceAI will play a vital role in making information more democratic. Try it out on the NewsVoice GitHub Repository.
Frequently Asked Questions
Q1. What is NewsVoiceAI and how does it benefit me?
A. NewsVoiceAI is an AI – powered app that turns live English news articles into short Punjabi audio summaries. It saves time, overcomes language barriers, and offers a hands – free news consumption experience.
Q2. Do I need any technical expertise to use NewsVoice?
A. No technical knowledge is needed for end – users. But for building or customizing, basic Python and API integration knowledge would be helpful.
Q3. Is NewsVoiceAI free to use?
A. The app is open – source and free, but using certain APIs like OpenAI and Sarvam TTS may incur costs beyond their free tiers.
Q4. How accurate are the translations and summaries?
A. Advanced OpenAI models are used, and while generally reliable, language nuances may lead to some imperfections. Feedback is welcome for improvement.
Q5. Can I customize the number of articles or select specific news topics?
A. You can select the number of articles through the sidebar slider. Currently, topic selection isn’t available, but future updates may include this feature.
