Search Results for "monolingual"
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Showing 15 open source projects for "monolingual"
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Moonshine Voice
Fast and accurate automatic speech recognition (ASR) for edge devices
...Moonshine supports multiple platforms including mobile, desktop, and embedded systems, and provides example projects to accelerate integration into real-world products. The toolkit also includes specialized model variants, including monolingual options that improve accuracy for specific languages. Overall, moonshine serves developers building privacy-conscious, on-device voice interfaces that demand high performance with minimal resource overhead. -
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Zen Cart German
Zen-Cart komplett auf deutsch
Für den Einsatz im deutschsprachigen Raum angepasste Version der Onlineshopsoftware Zen Cart. Die amerikanische Zen Cart Version ist im Administrationsbereich immer monolingual englisch. Daran ändert auch die etwaige Installation eines deutschen Sprachpakets nichts. Viele Konfigurationseinstellungen werden weiterhin nur auf englisch verfügbar sein, da diese in der Datenbank hinterlegt sind. Die deutsche Zen-Cart Version bietet einen multilingualen Adminbereich. Dadurch sind auch die in der Datenbank hinterlegten Konfigurationseinstellungen und -beschreibungen auf deutsch. ... -
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VALL-E X
Open source implementation of Microsoft's VALL-E X zero-shot TTS model
...The model attempts to match not just timbre, but also tone, pitch, emotion, and prosody of the reference audio, resulting in highly personalized output. VALL-E-X supports zero-shot cross-lingual synthesis, meaning a monolingual speaker’s voice can be used to speak other languages without additional training. It also preserves aspects of the acoustic environment, such as background noise or reverb, making the generated audio feel more like it came from the same setting as the prompt. The repository includes Python APIs, sample scripts, ready-to-use voice presets, and demos hosted on Hugging Face Spaces and Google Colab so users can try it. -
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CC-Net
Tools to download and cleanup Common Crawl data
cc_net provides tools to download, segment, clean, and filter Common Crawl to build large-scale text corpora, including monolingual datasets and the multilingual CC-100 collection introduced in the associated paper. It includes pipelines to fetch snapshots, extract text, de-duplicate, identify language, and apply quality filtering based on heuristics and language models. The outputs are intended for pretraining language models and for creating standardized corpora that can be reproduced or updated with new crawls. ... -
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Multilingual Speech Synthesis
An implementation of Tacotron 2 that supports multilingual experiments
...It presents a model combining ideas from Learning to speak fluently in a foreign language: Multilingual speech synthesis and cross-language voice cloning, End-to-End Code-Switched TTS with Mix of Monolingual Recordings, and Contextual Parameter Generation for Universal Neural Machine Translation. We provide data for comparison of three multilingual text-to-speech models. The first shares the whole encoder and uses an adversarial classifier to remove speaker-dependent information from the encoder. The second has separate encoders for each language. -
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monolingual-sentence-aligner
Monolingual Sentence Aligner
... - sentence_boundary.js: a wrapper for NPM sbd package with custom settings and fixing some output - process.js: The main entry, containing the general flow of processing. Please read Readme.md for more details. Github: https://github.com/nlpcl-lab/monolingual-sentence-aligner -
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KSUCCA Corpus
A 50 million tokens corpus of Classical Arabic.
King Saud University Corpus of Classical Arabic (KSUCCA) is a pioneering 50 million tokens annotated corpus of Classical Arabic texts from the period of pre-Islamic era until the fourth Hijri century (equivalent to the period from the seventh until early eleventh century CE), which is the period of pure classical Arabic. The main aim of this corpus is to be used for studying the distributional lexical semantics of The Quran words. However, it can be used for other research purposes, such... -
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UnsupervisedMT
Phrase-Based & Neural Unsupervised Machine Translation
...Training relies on denoising auto-encoding and back-translation, with on-the-fly, multithreaded generation of synthetic parallel data to continually refresh supervision signals. The project also provides scripts to fetch and preprocess monolingual data, learn BPE codes, and train cross-lingual embeddings that bootstrap unsupervised alignment between languages. Beyond the core EMNLP 2018 setup, the codebase exposes additional, optional capabilities such as multi-language training, language model pretraining with shared parameters, and adversarial training. -
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MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
...It supports both supervised alignment with seed dictionaries and unsupervised alignment that starts without parallel data by using adversarial initialization followed by Procrustes refinement. The code can align pre-trained monolingual embeddings (such as fastText) across dozens of languages and provides standardized evaluation scripts and dictionaries. By mapping languages into a common vector space, MUSE makes it straightforward to build cross-lingual applications where resources are scarce for some languages. The training and evaluation pipeline is lightweight and fast, so experimenting with different languages or initialization strategies is easy. ... -
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Monolingual/bilingual Dictionaries to Include all Indan Language and their meaning across all Indian languages
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The project is a suite of utilities to manage grammars, monolingual dictionaries and translation manuals for as many as possible languages.
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A WebCrawler for Natural Language Processing. This WebCrawler searches for monolingual (in a specified language) and bilingual, parallel text.
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The jibiki plateform is to be used by multilingual dictionary writters to create and publish their XML based dictionary. It supports different lexical architectures (monolingual dictionaries, 1 to 1 or 1 to many dictionary or pivot based dictionaries).
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