Startup Ideas AI

Whisper is a general-purpose speech recognition model.

Dub AI is an AI-powered platform that allows users to localize their videos in minutes. It translates and dubs video content, enabling creators to expand their audience globally. The platform uses AI voice cloning and speech translation to effortlessly dub videos into multiple languages.

Rosetta is a leading Japanese company that develops AI automatic translation. They leverage AI technology cultivated through industrial translation to support business growth. They offer a variety of services selectable by purpose, including internal document organization, file translation, and multilingual chat. Their "Metareal AI" specializes in document management and AI for various fields such as medicine, manufacturing, law, patents, and finance, providing co-development to meet customer quality requirements.

Whisper is a general-purpose speech recognition model developed by OpenAI. It is trained on a large dataset of diverse audio and is also a multi-task model that can perform multilingual speech recognition as well as speech translation and language identification. Whisper uses a Transformer sequence-to-sequence model trained on various speech processing tasks, including multilingual speech recognition, speech translation, spoken language identification, and voice activity detection. These tasks are jointly represented as a sequence of tokens to be predicted by the decoder, allowing a single model to replace many stages of a traditional speech-processing pipeline. The multitask training format uses a set of special tokens that serve as task specifiers or classification targets.