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Live Transcribe Speech Engine provides on-device speech recognition components that power real-time transcription for accessibility and everyday voice-first experiences. Its design prioritizes latency and robustness in noisy, far-field environments, enabling continuous transcription with low delay on mobile hardware. The engine manages audio front-end processing—such as noise suppression and voice activity detection—before feeding audio into compact, accurate acoustic and language models....

Unsupervised Machine Translation is a research repository that implements both phrase-based SMT and neural MT approaches for translation without parallel corpora. The neural component supports multiple architectures—seq2seq, biLSTM with attention, and Transformer—and allows extensive parameter sharing across languages to improve data efficiency. Training relies on denoising auto-encoding and back-translation, with on-the-fly, multithreaded generation of synthetic parallel data to continually...

Semantic Assistants support users in content retrieval, analysis, and development, by offering context-sensitive NLP services directly integrated in standard desktop clients, like a word processor, and web information systems, like a wiki.

Aelius is an ongoing open source project aiming at developing a suite of Python, NLTK-based modules and interfaces to external freely available tools for shallow parsing of Brazilian Portuguese. It also includes language resources such as language models, sample texts, and gold standards. Presently, Aelius already offers facilities for POS-tagging and chunking corpora and outputting annotations in different formats, such as in XML in the TEI P5 encoding scheme.

Migrado a GithUB EN: https://github.com/christiangda/es-ve La mejor opción para verificar y corregir la gramática de tus documentos de LibreOffice escritos en español. La extensión incluye: Corrector Ortográfico, Tesauro de Sinónimos y Separación Silábica. ¡Hecho en Venezuela! Sus principales características son: Más DE 87.000 lemas y sus respectivas conjugaciones. Contiene el Lemario actualizado de RAE (Real Academia Española) Términos financieros e informáticos...

Nekoshka is a cross-platform open-source shell for Japanese dictionaries like edict and yarxi. It supports radical lookup, handwriting and direct keyboard input.