OpenAI Whisper AI technology Top Builders

Explore the top contributors showcasing the highest number of OpenAI Whisper AI technology app submissions within our community.

OpenAI Whisper

The Whisper models are trained for speech recognition and translation tasks, capable of transcribing speech audio into the text in the language it is spoken (ASR) as well as translated into English (speech translation). Whisper has been trained on 680,000 hours of multilingual and multitask supervised data collected from the web. Whisper is Encoder-Decoder model. Input audio is split into 30-second chunks, converted into a log-Mel spectrogram, and then passed into an encoder. A decoder is trained to predict the corresponding text caption, intermixed with special tokens that direct the single model to perform tasks such as language identification, phrase-level timestamps, multilingual speech transcription, and to-English speech translation.

General
Relese date	September, 2020
Author	OpenAI
Repository	https://github.com/openai/whisper
Type	general-purpose speech recognition model

Start building with Whisper

We have collected the best Whisper libraries and resources to help you get started to build with Whisper today. To see what others are building with Whisper, check out the community built Whisper Use Cases and Applications.

Tutorials

👉 Discover more Whisper Tutorials on lablab.ai

Boilerplates

Kickstart your development with a GPT-3 based boilerplate. Boilerplates is a great way to headstart when building your next project with GPT-3.

Python Whisper Boilerplate Whisper gpt3 email generator
Streamlit Whisper, GPT-3 Boilerplate Whisper gpt3 sentiment analysis
React app to upload audio file boilerplate Uploading audio file to an API endpoint
Whisper Flask API Boilerplate Whisper API with Flask
Whisper Flask API with GPT-3 Boilerplate Whisper API with Flask and GPT-3
Whisper Streamlit Boilerplate Automatic Speech Recognition using OpenAI's Whisper

Libraries

Whisper API libraries and connectors.

Whisper API Whisper API reference
OpenAI Node.js API library for Whisper The OpenAI Node.js library provides convenient access to the OpenAI API from Node.js applications
OpenAI Python Library for Whisper The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language

Edit on Github

OpenAI Whisper AI technology Hackathon projects

Discover innovative solutions crafted with OpenAI Whisper AI technology, developed by our community members during our engaging hackathons.

Quixflow

By automating crucial components of task and project management, Quixflow is an advanced AI-powered automation system created to alleviate the problems faced by developers and project managers. Our system uses cutting-edge voice recognition powered by Synapse Copilot and OpenAI models to easily interface with Jira and Notion. With just a few voice commands, users may generate tasks, issues, tickets, and visualizations with this cutting-edge system, greatly increasing productivity while lowering manual labor and simplifying workflow management. Important Elements Task and Ticket production: Use voice commands to automate the production of tasks and tickets. This will ensure accuracy and efficiency by removing the need for human input. Project Assignment: Simplify procedures so that team leaders may use voice commands to assign jobs quickly and efficiently. Writing Helpful Prompts: Use AI-powered voice recognition to create helpful instructions and prompts that will improve communication and task clarity. Deadline management: By automating updates and reminders, you may ensure that projects are completed on time and lessen the frustration that comes with missing deadlines. Team Workflow Automation: By automating time-consuming procedures and tasks, you may streamline team workflows and free up team members to concentrate on high-value work. Automation of Visualizations: Provides real-time insights into project progress by automatically creating and updating visualizations for project monitoring and reporting. Specialized Value Addition Quixflow is intended to improve the overall workflow of tasks rather than to replace current SaaS solutions. Quixflow enables a seamless upgrade to current systems by connecting with well-known project management tools like Jira and Notion. This distinctive value proposition appeals to a wide range of customers, from small businesses to major corporations.

System for Financial Analysis with ChatGPT 4o

Empowering Financial Analysis with GPT-4.0: In the ever-evolving realm of finance, staying ahead demands innovative tools and strategies. Our system, driven by GPT-4.0, represents a transformative leap in financial analysis. Anchored in a sophisticated multi-agent architecture, comprising specialized entities like the Data Analyst, Trading Strategy, Trading Advisor, Risk Management, and GPT-4.0 Manager, it offers a holistic approach to understanding and navigating financial markets. At its core, GPT-4.0 serves as the orchestrator, facilitating seamless communication and coordination among agents. This enables real-time market analysis, trend identification, dynamic strategy formulation, optimal trade execution planning, risk assessment, and task delegation, all crucial facets of effective financial decision-making. Our technical implementation strategy is meticulously designed, leveraging Python for scripting, Jupyter Notebooks for interactive exploration, financial data APIs for real-time access, and machine learning libraries for predictive analytics. Despite challenges like ensuring data quality and managing real-time processing demands, our system excels, delivering precise insights and empowering users with informed decision-making capabilities. Looking forward, our vision is expansive. We aim to broaden the scope of our system to encompass diverse financial markets and asset classes, leveraging advanced machine learning models to enhance predictive accuracy further. Additionally, we are committed to enhancing the user experience by refining the interface, making it more intuitive and accessible to users of all skill levels. In conclusion, our system represents a paradigm shift in financial analysis, offering unparalleled capabilities driven by GPT-4.0. As we continue to innovate and evolve, we are poised to empower businesses and investors with actionable insights and strategic foresight, enabling them to thrive in an increasingly complex financial landscape.

Lang - anki cards on steroids

Ultimate application to support your language studying proces. Put your notes, scans of books, topic you are learning right now and the app will generate for you custom learning experience. Improve your language by solving quizzes (adjusted for the words and topic you are learning right now). Each quiz is unique and fun with different types of question (single-choice, short answer, describe image and etc) so you can work on your grammar, vocabulary and writing skills. Have and audio chat with a bot and improve your speaking and listening. Build your own library of words, phrase and topics to learn. The AI will use your input to generate custom exercises for you. Easily build library by uploading scans, pictures and notes. AI will process and build the library for you. Have any special requirements -> add them and our AI will adapt exercises to your custom needs.

EmoEase AI

EmoEase AI is an innovative AI-powered companion designed to provide emotional support and relieve stress for users. Users can personalize their experience by selecting from a range of character personas, voice types, and emotional intensities, making the interaction feel more engaging and comforting. EmoEase AI can interact through text, audio, or video inputs, offering responses that are thoughtfully crafted in warm tones. Our platform caters to individuals seeking a compassionate alternative for emotional support, especially for those who might feel hesitant to seek professional help but need someone to talk to during difficult times. The business model is based on a monthly subscription, providing users with continuous access to their AI companion. This service bridges the gap between traditional therapy and self-help by offering a flexible, user-friendly solution that fits seamlessly into users' daily lives. With EmoEase AI, users can find solace and support whenever they need it, making emotional well-being more accessible and manageable.

Generate-subtitle

This project uses the ffmpeg-python and faster-whisper libraries to create an application capable of extracting audio from an input video, transcribing the extracted audio, generating an English subtitle file based on transcription, translate the subtitles of this file into Yoruba using the Google Translate API and add it to a copy of the input video: -Extract audio track from an input video -Transcribes the audio track using the Whisper template -Generates a subtitle file in SRT format -Translates subtitles into a target language (default is Yoruba language) -Adds translated subtitles to input video as soft or hard subtitles

ÀṢÀ - Heritage Through Art

AṢA addresses the challenge of preserving and promoting local languages, often overshadowed by global languages. Many locals face difficulties expressing themselves digitally, while tourists miss out on cultural immersion. AṢA generates images from local language phrases or full sentences, enhancing visual communication. Users can learn, create custom images, and learn about the cultural significance and gain insights from an Image. Imagine you're a tourist in Benin, visiting the Ouidah Museum of History. You come across intriguing artworks and relics, wanting to learn more than what the tour guide provides. With ÀṢÀ, you can easily delve deeper into any artifact or image, expanding your understanding and enriching your experience. Its AI-driven design ensures accuracy and cultural sensitivity. For locals, it's a tool for language preservation and expression. Tourists benefit from immersive cultural experiences and meaningful interactions. AṢA bridges language barriers, promotes understanding, and celebrates linguistic diversity, enriching both locals' and tourists' experiences.