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5 results for “translation”
Encoder-Decoder Architecture
A neural network design pattern that compresses an input sequence into an internal representation using an encoder, and then generates an output sequence from that representation using a decoder, foundational to machine translation, summarisation, and many other sequence-to-sequence tasks.
Machine Translation
Machine translation is the automated conversion of text or speech from one natural language into another using rule-based, statistical, or neural systems.
Natural Language Processing
Natural language processing (NLP) is the subfield of AI concerned with enabling computers to understand, interpret, manipulate, and generate human language in both text and speech form.
Sequence-to-Sequence Model
A neural network architecture composed of an encoder that processes an input sequence into a fixed representation and a decoder that generates an output sequence from that representation, forming the foundation for machine translation, summarisation, and dialogue systems.
Whisper
Whisper is an open-source automatic speech recognition system developed by OpenAI, trained on 680,000 hours of multilingual audio data and capable of transcription, translation, and language identification across nearly 100 languages.