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

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OpenAI Whisper AI technology Hackathon projects

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

Schrodinger ClarifaiLlama

We participated in an exciting 3-day hackathon by lablab.ai, combining Clarifai's industry-leading computer vision with Llama2's advanced natural language model developed by Meta. Overview of "Schrödinger's ClarifaiLlama" app For the hackathon, we built an AI-powered platform called "Schrödinger's ClarifaiLlama" that generates custom multimedia content on any topic by searching across indexed data. Leveraging Clarifai's computer vision and Llama2's language capabilities Our app showcases innovative ways to utilize Clarifai's deep learning for image and video analysis together with Llama2's ability to understand text and generate coherent content. Ingesting and indexing multimedia data The system ingests data from diverse sources like YouTube, PDFs, and images. Powerful vector search with Faiss indexes text, audio, and images for fast semantic retrieval. Generating custom content from user queries Users can query the system through a chat interface. Llama2 analyzes the queries and generates relevant ebooks or blog posts by pulling together content from the indexed multimedia data. Transforming multimedia into cohesive content Llama2's language mastery transforms disjointed multimedia information into smooth, cohesive ebooks and blog posts on the fly. Benefits of combining multimedia search with natural language generation By fusing robust semantic search across text, audio, and visuals with Llama2's content creation skills, our platform opens new possibilities for automated custom content generation.

Echo Ai

Introducing Echo Ai: Revolutionise the way you approach meetings. Transcript Transformation with Autonomous Agents: Echo Ai redefines meeting transcripts. By employing cutting-edge autonomous agents, it doesn't just capture words; it deciphers the essence of discussions in real-time. Say goodbye to passive transcripts and welcome a dynamic understanding of your meetings. Organised Task Lists: No more post-meeting confusion about who's responsible for what. Echo Ai seamlessly organizes tasks discussed during the meeting, simplifying task delegation and tracking progress. Brief for Absentees: Team members who missed the meeting? Echo Ai has their back. It generates personalized overviews, ensuring that absentees remain informed without wading through lengthy transcripts. Actionable Follow-Up Suggestions: Keeping the momentum after a meeting is crucial. Echo Ai offers actionable follow-up suggestions, from crafting the perfect email to prioritizing tasks and scheduling follow-up meetings. Elevate your post-meeting efficiency. Curated Resources: Need to delve deeper into a discussed topic? Echo Ai provides curated resources, including links to insightful articles, best practices, and relevant case studies so that you always have the latest information when given the mic to present. Effortless Summaries: Condensing hours of dialogue into clear and concise summaries is now effortless. Echo Ai distils key takeaways, enabling you to grasp the heart of the meeting in a fraction of the time.

TrueCast

Introducing TrueCast, the future of podcast authenticity. In today's rapidly-evolving podcast landscape, listeners crave accurate and verified content, and creators seek efficient ways to ensure their claims are backed by credible sources. TrueCast rises to the challenge, employing advanced AI algorithms to continuously monitor and track live podcast conversations. The moment a claim is made, TrueCast delves into a vast array of sources, verifying the information and offering instant feedback. But that's not all. Beyond fact-checking, TrueCast is attuned to the flow of the conversation and can dynamically pull up and present relevant media, enhancing the richness of content and listener engagement. With TrueCast, podcasts are not just entertaining, but also trustworthy and enriched. Join us in redefining the podcast experience.

InterviewerGPT

Interviewing is a challenging and time-consuming process that often demands significant engineering resources. One of the primary concerns is the potential for interviewer bias, which can inadvertently lead to unfair evaluations. This bias can stem from various factors, including personal preferences, preconceived notions, or even cultural backgrounds. Additionally, the turnaround time (TAT) for interviews can be prolonged. As a result, companies may inadvertently overlook highly talented candidates who might be snatched up by competitors in the interim. This not only leads to missed opportunities for the organization but also results in a longer hiring cycle, further straining resources. To address these issues, it's crucial for companies to invest in structured interview processes, bias training for interviewers, and efficient scheduling systems. Leveraging technology, like AI-driven assessment tools, can also help streamline the process and reduce human error. By refining the interview process, companies can ensure they're making the best hiring decisions while optimizing their resources.

OptiAgents

Competitive intelligence, sometimes referred to as corporate intelligence, refers to the ability to gather, analyze, and use information collected on competitors, customers, and other market factors that contribute to a business's competitive advantage. Competitive intelligence is important because it helps businesses understand their competitive environment and the opportunities and challenges it presents. Businesses analyze the information to create effective and efficient business practices. Utilizing autonomous agents for competitive intelligence offers a spectrum of strategic advantages. These intelligent agents, powered by advanced algorithms and machine learning, enable organizations to seamlessly gather, process, and react instantaneously using complex and advanced reasoning based on Artificial Intelligence, without human intervention to vast amounts of data from diverse sources in real-time. By autonomously monitoring competitors' activities, product developments, market trends, and customer sentiments, these agents provide up-to-the-minute insights that facilitate rapid decision-making and agile strategy formulation. They minimize human bias and error while maximizing the depth and breadth of information collected, ensuring a comprehensive understanding of the competitive landscape. Furthermore, autonomous agents excel in scalability and efficiency, enabling businesses to monitor a wide range of competitors concurrently, identify emerging opportunities and threats, and allocate resources effectively. Ultimately, harnessing autonomous agents for competitive intelligence empowers organizations to proactively adapt to dynamic markets and gain a sustained competitive edge.

EffiQuery Intelligent IT Support Automation

Leveraging a cutting-edge fusion of Retrieval-Augmented Generation (RAG) and Language Model (LLM) advancements, our solution revolutionizes the landscape of helpdesk and IT operations. The system empowers organizations to effortlessly address user queries by automatically generating responses, finely tuned to the injected context. The result? A transformative enhancement in efficiency, productivity, and cost-effectiveness. By uploading thoroughly documented user requests into the platform, businesses embark on a journey of accelerated information retrieval. This leads to swifter issue resolution, unlocking a productivity boost across the board. As a versatile tool, it digitizes employee queries, ensuring they receive timely and accurate support without the traditional bottlenecks. Notably, our solution doesn't just provide answers; it offers a comprehensive suite of benefits. Seamlessly integrating into existing workflows, it optimizes costs by reducing human intervention in routine inquiries. Furthermore, the efficiency gains translate into enhanced employee satisfaction and streamlined operations. In a world where time is of the essence, our solution emerges as the linchpin for organizations striving to excel in efficiency, accuracy, and user-centric service.