Conformer2 vs Studyable: Which is better?

Conformer-2 is an advanced AI model designed for automatic speech recognition. It has been trained on 1.1 million hours of English audio data, resulting in significant improvements over its predecessor, Conformer-1. This model focuses on enhancing the recognition of proper nouns, alphanumerics, and noise robustness.The development of Conformer-2 was driven by the scaling laws proposed in DeepMind's Chinchilla paper, which highlighted the importance of sufficient training data for large language models. Consequently, Conformer-2 has been trained on a substantial amount of data, utilizing 1.1 million hours of English audio.One notable feature of Conformer-2 is its adoption of model ensembling. Instead of relying on predictions from a single teacher model, Conformer-2 generates labels from multiple strong teachers. This ensembling technique reduces variance and enhances the model's performance when faced with unseen data during training.Despite the increased model size, Conformer-2 offers improvements in terms of speed compared to Conformer-1. The serving infrastructure has been optimized to ensure faster processing times, achieving up to a 55% reduction in relative processing duration across all audio file durations.In real-world applications, Conformer-2 demonstrates significant enhancements in various user-oriented metrics. It achieves a 31.7% improvement on alphanumerics, a 6.8% improvement on proper noun error rate, and a 12.0% improvement in noise robustness. These improvements are a result of both increased training data and the use of an ensemble of models.The Conformer-2 model is ideal for generating accurate speech-to-text transcriptions, making it a valuable component for AI pipelines focused on generative AI applications that utilize spoken data.

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Studyable

Studyable is an AI-powered learning platform that offers a comprehensive suite of study tools for students and educators to enhance their learning experience. The platform has a vast collection of study guides, flashcards, and essay feedback functions powered by an advanced AI algorithm. With Studyable, users can generate flashcards quickly, test their knowledge with multiple-choice questions, and create entire study sets in seconds. The platform also provides personalized feedback on essays, which includes a grade and suggestions to improve writing quality. One of the unique features of Studyable is the chat function, which offers personalized learning for students to learn and understand topics and concepts. Additionally, the Explain function provides answers to any question users may have, breaking it down into simple language and explanations. Overall, Studyable is a user-friendly platform that offers an extensive collection of AI-driven learning tools that students and educators can use to improve their understanding of various subjects in an interactive and personalized way.

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Key features

Conformer2

Offers multiple Speech-to-Text APIs: Pre-recorded, Realtime, and Sync for various use cases.
Features the Universal-3.5 Pro model for high accuracy and low latency in transcription.
Provides a Speech Understanding API to extract context, sentiment, and speaker identification.
Supports 99 languages for transcription and understanding, catering to a global audience.
Includes built-in safety features like PII redaction and content moderation for secure data handling.

Studyable

Study Chat: An interactive assistant that answers questions, explains concepts, and provides step-by-step solutions, including the ability to browse the web for up-to-date information.
Essay Grader: Offers instant feedback on writing, including content and grammar suggestions, and allows users to ask follow-up questions for clarification.
Flashcards: Enables users to create study sets using AI, with features for spaced repetition and testing knowledge through different modes.
Visual Inputs: Users can upload images and screenshots for analysis, allowing the chat to interpret and respond to visual content.
Data Security: Ensures comprehensive protection of user data with industry-standard encryption and does not use conversations or files for model training.

Useful for

Conformer2

Provides APIs for pre-recorded and real-time speech-to-text transcription.
Offers advanced speech understanding capabilities, including sentiment analysis and speaker identification.
Enables the creation of voice agents with built-in turn detection and interruption handling.
Supports 99 languages for transcription and understanding, catering to a global audience.
Ensures data security with features like PII redaction and content moderation.

Studyable

Provides instant, personalized feedback on writing through the Essay Grader, helping students improve their essays effectively.
Offers a Study Chat feature that can answer questions, explain concepts, and provide step-by-step solutions for homework, enhancing understanding.
Allows users to upload images and screenshots for analysis, making it easier to get help with visual content like diagrams and graphs.
Generates flashcards using AI, facilitating efficient memorization and study through spaced repetition and testing modes.
Accesses up-to-date information via web browsing, ensuring that students have the latest resources and data for their studies.

Use cases

Conformer2

Voice Agents for building interactive voice applications.
AI Notetakers for automatic meeting transcription and note-taking.
Call Analytics for analyzing customer interactions and improving service.
Medical Transcription for converting medical dictations into text.
Dictation services for converting spoken language into written text.

Studyable

Study Chat: Provides instant homework assistance by answering questions, explaining concepts, and summarizing information.
Essay Grader: Offers personalized feedback on essays, including content and grammar suggestions, and evaluates achievement of marking criteria.
Math Solver: Solves various math problems, including advanced computations and word problems, with step-by-step explanations.
Flashcards: Generates study sets from class materials, allowing users to memorize terms and definitions using spaced repetition.
Visual Input Support: Allows users to upload images and screenshots for analysis, enabling the chat to answer questions based on visual content.

Price

Conformer2

Offers multiple Speech-to-Text APIs: Pre-recorded, Realtime, and Sync.
Provides a Speech Understanding API for advanced context extraction.
Features a Voice Agent API for building production-ready voice agents.
No concurrency limits or throttles in enterprise pricing, scalable from 100 hours to 400,000 hours per month.
Includes guardrails for PII redaction and content moderation.

Studyable

Free Plan: $0/person/month; includes access to AI homework help, Study Chat, Essay Grader, Flashcards, and more.
Pro Plan: $5.99/person/month; includes everything in Free, plus unlimited access to all products, chat visual inputs, and chat file inputs.
Institutional Plan: Contact Sales for pricing; includes everything in Pro, advanced models, Essay Grader Originality AI Detection, longer context windows, and a dedicated account manager.
Enterprise Plan: Contact Sales for pricing; includes everything in Pro, custom models, shareable prompt templates, enterprise collaboration features, and assurance that enterprise data is not used for training.