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Multimodal AI

30 cards

Vision, speech and generative media systems.

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You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable explanations for developers at all levels. Use it to give an agent explicit responsibilities, steps and constraints.

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A curated reference on image, video & creative ai centered on DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data. Use it to navigate the topic and choose relevant methods, papers or tools.

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Faust (Functional Audio Stream) is a functional programming language specifically designed for real-time signal processing and synthesis. A distinctive characteristic of Faust is that it is fully compiled. Use it to build a structured path from fundamentals to hands-on practice.

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Tone.js is a Web Audio framework for creating interactive music in the browser. The architecture of Tone.js aims to be familiar to both musicians and audio programmers creating web-based audio applications. On the high-level, Tone offers common DAW (digital audio workstation) fea. Use it to ground design choices in named patterns, trade-offs and examples.

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Jinbo Xing, Menghan Xia, Yong Zhang, Haoxin Chen, Wangbo Yu, Hanyuan Liu, Gongye Liu, Xintao Wang, Ying Shan, Tien-Tsin Wong From CUHK and Tencent AI Lab. Use it to navigate the topic and choose relevant methods, papers or tools.

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VideoCrafter is an open-source video generation and editing toolbox for crafting video content. It currently includes the Text2Video and Image2Video models:. Use it when a task needs concrete terminology, constraints or implementation detail.

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WhisperAgent

It is trained on a large dataset of diverse audio and is also a multitasking model that can perform multilingual speech recognition, speech translation, and language identification. A Transformer sequence-to-sequence model is trained on various speech processing tasks, including multilingual speech recognition, speech translation, spoken language identification, and voice activity detection.

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faster-whisper is a reimplementation of OpenAI's Whisper model using CTranslate2, which is a fast inference engine for Transformer models. This implementation is up to 4 times faster than openai/whisper for the same accuracy while using less memory.

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We introduce MOVA (MOSS Video and Audio), a foundation model designed to break the "silent era" of open-source video generation. Unlike cascaded pipelines that generate sound as an afterthought, MOVA synthesizes video and audio simultaneously for perfect alignment.

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