Machine Translation
bilibili/Index-Translate๐ฅ active
โฒ +72 โ this week
A Multilingual, Multimodal Translation Model Family
PythonApache-2.0updated Nov 6, 2026
๐ฅ Trending this week in Machine Translation
Machine Translation
NVIDIA-NeMo/Speech๐ฅ active
โฒ +40 โ this week
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
๐๏ธ Speech Recognition
PythonApache-2.0updated Nov 12, 2026
Machine Translation
hgmzhn/manga-translator-ui
โฒ +34 โ this week
ๅบไบmanga-image-translator ๅฎ็ฐ็ๅผๆบๆผซ็ปAI็ฟป่ฏๆก้ขๅทฅๅ ทใๆฏๆๆฅใ้ฉใ่ฑๆๆผซ็ป่ชๅจๅค็๏ผ้ๆOpenAlใGemini็ญๅค็ฟป่ฏๅผๆ๏ผๅฎ็ฐOCRๆๅญๆฃๆตใๅๆๆฆ้คใAI็ฟป่ฏใๅพๅไฟฎๅคใ่ฏๆๆ็ๅฎๆด้พ่ทฏ๏ผ่ชๅธฆๅฏ่งๅ็ผ่พๅจ๏ผๆฏๆ่ชๅฎไนๆๆฌๆ ทๅผ๏ผไธ้ฎ้จ็ฝฒๅผ็ฎฑๅณ็จใ
๐ OCR & Documents
PythonGPL-3.0updated Oct 27, 2026
Machine Translation
argosopentech/argos-translate
โฒ +23 โ this week
Open-source offline translation library written in Python
๐ง Natural Language Processing
PythonMITupdated Aug 8, 2026
Machine Translation
OpenNMT/CTranslate2๐ฅ active
โฒ +20 โ this week
Fast inference engine for Transformer models
C++MITupdated Nov 10, 2026
Machine Translation
zyddnys/manga-image-translator๐ฅ active
โฒ +18 โ this week
Translate manga/image ไธ้ฎ็ฟป่ฏๅ็ฑปๅพ็ๅ ๆๅญ https://cotrans.touhou.ai/ https://greasyfork.org/en/scripts/437569-cotrans-manga-image-translator-regular-edition
๐ OCR & Documents
PythonGPL-3.0updated Nov 11, 2026
Top 30 machine translation tools by stars
Machine Translation๐ฅ#1
sebastianruder/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
๐ท๏ธ Named Entity Recognition๐ง Natural Language Processing
PythonMITupdated Jul 28, 2024
Machine Translation๐ฅ#2
NVIDIA-NeMo/Speech๐ฅ active
โฒ +40 โ this week
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
๐๏ธ Speech Recognition
PythonApache-2.0updated Nov 12, 2026
Machine Translation๐ฅ#3
google/sentencepiece๐ฅ active
โฒ +4 โ this week
Unsupervised text tokenizer for Neural Network-based text generation.
๐ง Natural Language Processing
C++Apache-2.0updated Nov 11, 2026
Machine Translation#4
zyddnys/manga-image-translator๐ฅ active
โฒ +18 โ this week
Translate manga/image ไธ้ฎ็ฟป่ฏๅ็ฑปๅพ็ๅ ๆๅญ https://cotrans.touhou.ai/ https://greasyfork.org/en/scripts/437569-cotrans-manga-image-translator-regular-edition
๐ OCR & Documents
PythonGPL-3.0updated Nov 11, 2026
Machine Translation#5
espnet/espnet๐ฅ active
โฒ +10 โ this week
End-to-End Speech Processing Toolkit
๐๏ธ Speech Recognition
PythonApache-2.0updated Nov 11, 2026
Machine Translation#6
OpenNMT/OpenNMT-py
โฒ +1 โ this week
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
๐ค Language Models
PythonMITupdated Oct 14, 2025
Machine Translation#7
argosopentech/argos-translate
โฒ +23 โ this week
Open-source offline translation library written in Python
๐ง Natural Language Processing
PythonMITupdated Aug 8, 2026
Machine Translation#8
bentrevett/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Jupyter NotebookMITupdated Jan 20, 2024
Machine Translation#9
OpenNMT/CTranslate2๐ฅ active
โฒ +20 โ this week
Fast inference engine for Transformer models
C++MITupdated Nov 10, 2026
Machine Translation#10
CLUEbenchmark/CLUEDatasetSearch
ๆ็ดขๆๆไธญๆNLPๆฐๆฎ้๏ผ้ๅธธ็จ่ฑๆNLPๆฐๆฎ้
๐ Sentiment Analysis๐ท๏ธ Named Entity Recognition๐ Text Summarization๐๏ธ Text Classification๐ Search & Retrieval๐ง Natural Language Processing
Pythonno licenseupdated Nov 21, 2022
Machine Translation#11
amanchadha/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Jupyter Notebookno licenseupdated Jun 10, 2026
Machine Translation#12
JohnSnowLabs/spark-nlp๐ฅ active
โฒ +3 โ this week
State of the Art Natural Language Processing
๐ง Natural Language Processing๐ท๏ธ Named Entity Recognition๐ Sentiment Analysis๐๏ธ Text Classificationโ Question Answeringโ๏ธ Tokenization & Preprocessing
ScalaApache-2.0updated Nov 12, 2026
Machine Translation#13
NELSONZHAO/zhihu
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
๐ง Natural Language Processing
Jupyter Notebookno licenseupdated Jun 14, 2021
Machine Translation#14
hgmzhn/manga-translator-ui
โฒ +34 โ this week
ๅบไบmanga-image-translator ๅฎ็ฐ็ๅผๆบๆผซ็ปAI็ฟป่ฏๆก้ขๅทฅๅ ทใๆฏๆๆฅใ้ฉใ่ฑๆๆผซ็ป่ชๅจๅค็๏ผ้ๆOpenAlใGemini็ญๅค็ฟป่ฏๅผๆ๏ผๅฎ็ฐOCRๆๅญๆฃๆตใๅๆๆฆ้คใAI็ฟป่ฏใๅพๅไฟฎๅคใ่ฏๆๆ็ๅฎๆด้พ่ทฏ๏ผ่ชๅธฆๅฏ่งๅ็ผ่พๅจ๏ผๆฏๆ่ชๅฎไนๆๆฌๆ ทๅผ๏ผไธ้ฎ้จ็ฝฒๅผ็ฎฑๅณ็จใ
๐ OCR & Documents
PythonGPL-3.0updated Oct 27, 2026
Machine Translation#15
ogkalu2/comic-translate๐ฅ active
โฒ +4 โ this week
AI comic and manga translator app/browser extension for automatically translating comics, manga, manhwa, BDs, fumetti, and more in multiple languages and formats (Images, PDF, EPUB, CBR, CBZ etc).
๐ OCR & Documents
PythonApache-2.0updated Nov 9, 2026
Machine Translation#16
tensorflow/lingvo
Lingvo
๐๏ธ Speech Recognition๐ค Language Models๐ง Natural Language Processing
PythonApache-2.0updated Oct 29, 2026
Machine Translation#17
NiuTrans/MTBook
โฒ +1 โ this week
ใๆบๅจ็ฟป่ฏ๏ผๅบ็กไธๆจกๅใ่ๆก ๆฑ้ๆณข ่ - Machine Translation: Foundations and Models
๐ง Natural Language Processing
TeXno licenseupdated Sep 14, 2024
Machine Translation#18
THUNLP-MT/MT-Reading-List
A machine translation reading list maintained by Tsinghua Natural Language Processing Group
TeXBSD-3-Clauseupdated Aug 9, 2024
Machine Translation#19
allenai/RL4LMs
โฒ +1 โ this week
A modular RL library to fine-tune language models to human preferences
๐ง Natural Language Processing๐ Text Summarization๐ค Language Models
PythonApache-2.0updated Mar 1, 2024
Machine Translation#20
asyml/texar
Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/
๐ง Natural Language Processing๐ค Language Models
PythonApache-2.0updated Jul 21, 2026
Machine Translation#21
rsennrich/subword-nmt
โฒ +1 โ this week
Unsupervised Word Segmentation for Neural Machine Translation and Text Generation
PythonMITupdated Aug 7, 2024
Machine Translation#22
delip/PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
๐ง Natural Language Processing
Jupyter NotebookApache-2.0updated Mar 12, 2023
Machine Translation#23
bilibili/Index-Translate๐ฅ active
โฒ +72 โ this week
A Multilingual, Multimodal Translation Model Family
PythonApache-2.0updated Nov 6, 2026
Machine Translation#24
mkiol/dsnote๐ฅ active
โฒ +4 โ this week
Speech Note Linux app. Note taking, reading and translating with offline Speech to Text, Text to Speech and Machine translation.
๐๏ธ Speech Recognition
C++MPL-2.0updated Nov 11, 2026
Machine Translation#25
Tencent/TurboTransformers
a fast and user-friendly runtime for transformer inference (Bert, Albert, GPT2, Decoders, etc) on CPU and GPU.
๐ง Natural Language Processing
C++Otherupdated Jul 18, 2025
Machine Translation#26
OpenNMT/OpenNMT-tf
Neural machine translation and sequence learning using TensorFlow
๐ง Natural Language Processing
PythonMITupdated Oct 14, 2023
Machine Translation#27
Machine Translation#28
FlineDev/BartyCrouch
Localization/I18n: Incrementally update/translate your Strings files from .swift, .h, .m(m), .storyboard or .xib files.
SwiftMITupdated Apr 5, 2024
Machine Translation#29
Maluuba/nlg-eval
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
๐ง Natural Language Processing
PythonOtherupdated Aug 20, 2024
Machine Translation#30
lyeoni/nlp-tutorial
A list of NLP(Natural Language Processing) tutorials
๐ง Natural Language Processing๐ Sentiment Analysis๐๏ธ Text Classification
Jupyter NotebookMITupdated Apr 1, 2020
๐ New research on Machine Translation
๐ arXiv:2611.14480 ยท cs.CL45h ago
Pterodactyl: Pushing the Limits of Efficient Automated Translation Evaluation
Evelyn Y. Garland, Carola F. Berger
๐ฌ 6 pages, 4 figures
In this paper, we present 1020 Group's submission to the WMT26 shared task on automated quality evaluation. Our system, Pterodactyl, was engineered specifically for subtasks 2 and 3, that is, segment-level quality score prediction and the detection of error-free segments. Pterodactyl is a highly customizable, ultra-low cost system optimized for binary classification in translation triage and data curation. It is based on an LLM-as-a-judge approach, with prompt engineering and model selection guided by ROC analysis. We also developed several variants of Pterodactyl that were specifically adapted for subtasks 3.โผ more
๐ Machine Translation๐ค Language Models
๐ arXiv:2611.13843 ยท cs.CL2d ago
PolyRoute: A Twelve-Language and Code-Mixed Benchmark for Typed-Decision Routing, with Baselines and a Leaderboard
Mohammed Nayeem Khan, Sarun Kumar K S
๐ฌ 25 pages, 18 figures, 26 tables
Typed-decision encoders answer a question about a text in one forward pass, but their behaviour outside English is rarely measured on a fixed yardstick. We release PolyRoute: 322 native-language support messages in 12 languages and 9 writing systems, 156 code-mixed or romanised messages (Hinglish, Spanglish, Arabizi), 967 optional native training rows, and a protocol for a three-way department-routing decision. Labels come from Qwen3.8-27B with a blind second pass (91% of candidates kept); an independent model, gemma4-31b, agrees on 97.2% of test items, and the largest character 5-gram similarity between any test text and any training text is 0.33. A leaderboard of 13 systems gives 61.2% for the English-root checkpoint, 77.3% for the shipped multilingual one and 96.6% for the best fine-tune; TF-IDF with logistic regression reaches 91.9%. On four withheld languages the three multilingual systems score 77%, 90% and 93%. On code-mixed text the English root (85%) is nominally ahead of the shipped multilingual checkpoint (79%; p=0.134). The split resolves differences only above about 4 points. All texts and labels are LLM-generated.โผ more
๐ Machine Translation๐ค Language Models
๐ arXiv:2611.13689 ยท eess.AS2d ago
Walrus Technical Report
Alkis Koudounas, Osamu Take, Hayato Futami +2
๐ฌ 30 pages, 3 figures, technical report
We present Walrus, a unified 8B speech-and-audio foundation model handling speech recognition (including code-switching and multi-talker speech), speech-to-text and speech-to-speech translation, text-to-speech, emotion recognition, audio captioning, and general audio understanding. Our main contribution is not a new architecture but a data-centric training recipe; we use a standard decoder-only backbone initialized from Gemma 4, so that gains can be traced to the data. For speech generation, Walrus predicts low-bitrate discrete speech tokens, and a lightweight token-to-waveform decoder converts them into high-fidelity audio. The recipe is a three-stage data curriculum that moves from broad multilingual data to multi-talker, code-switching, and domain-specific data. At each stage, task-aware and dataset-aware weighting balances tasks with very different token budgets and protects core skills from forgetting. Trained on over 600M samples covering more than 20 tasks and 100 languages, Walrus leads on most multilingual, multi-talker, and code-switching ASR, speech translation, and audio understanding benchmarks, outperforming both open speech language models of comparable size and dedicated task-specific models. On most benchmarks, it even matches or surpasses the $4\times$ larger Qwen3-Omni's performance. Results suggest that data engineering is a primary driver of quality in multi-task speech and audio modeling.โผ more
๐ Sentiment Analysis๐ Machine Translation๐๏ธ Speech Recognition๐ค Language Models
๐ arXiv:2611.13517 ยท cs.RO3d ago
Differentiable Filtering for Inertial Odometry
Yaru Gu, Ting Zou
๐ฌ 19 pages, 4 figures
Accurate inertial odometry is critical for autonomous systems but suffers from unbounded drift caused by the integration of sensor noise and biases. In approaches such as TLIO, neural pseudo-measurements are trained independently of their downstream filter. This paper introduces Differentiable Filtering for Inertial Odometry (DFIO), a learning framework that embeds the update stages of an error-state Kalman filter directly into a computational graph. Following standalone pre-training, DFIO jointly optimizes the displacement and covariance output heads using posterior-position supervision through differentiable measurement updates. The proposed system is validated on public pedestrian motion datasets featuring both calibrated and uncalibrated inertial measurements. Experimental results on a pedestrian dataset demonstrate that DFIO reduces mean absolute and one-second relative translation errors by 13.2% and 39.6% relative to the TLIO baseline, and by 7.7% and 17.4% relative to its pre-trained counterpart. Furthermore, evaluations on uncalibrated smartphone inertial data indicate that the proposed method effectively mitigates translational drift and maintains trajectory alignment under highly noisy sensor conditions. Source code will be made publicly available.โผ more
๐ Machine Translation