An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.
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Oct 10, 2023 - Python
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code-switching
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A curated list of research papers and resources on code-switching
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Jan 31, 2026
This tool helps automatic generation of grammatically valid synthetic Code-mixed data by utilizing linguistic theories such as Equivalence Constant Theory and Matrix Language Theory.
natural-language-processing language-modeling python3 linguistics data-generation code-mixing code-switching synthetic-data-generation
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Jul 30, 2024 - Jupyter Notebook
This code provides word level language identification tool for identifying language for individual words in Code-Mixed text. e.g. The text that includes words from two languages such as Hindi written in roman script, mixed with English.
natural-language-processing python3 linguistics mallet language-identification language-tags code-mixing code-switching
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Aug 11, 2020 - Python
Implementation of meta-transfer-learning for ASR and LM (ACL 2020)
language neural-network multi-lingual acl speech pytorch transformer speech-recognition language-model asr meta-learning code-switching mixed-language meta-transfer-learning
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Jul 30, 2020 - Python
CodeSwitch is a NLP tool, can use for language identification, pos tagging, name entity recognition, sentiment analysis of code mixed data.
nlp sentiment-analysis transformers pos ner pos-tagging language-identification code-switching hindi-english code-mixed codeswitch huggingface spanish-english
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Nov 2, 2020 - Jupyter Notebook
Natural Language Procesing
nlp machine-learning natural-language-processing deep-learning paper machine-translation artificial-intelligence dataset nlp-resources embedding nlp-machine-learning code-switching
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Apr 7, 2021
Multilingual Meta-Embeddings for Named Entity Recognition (RepL4NLP & EMNLP 2019)
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Oct 11, 2022 - Python
Pytorch implementation of CS-Tacotron, a code-switching speech synthesis end-to-end generative TTS model.
text-to-speech dsp tts speech-synthesis digital-signal-processing ntu tacotron ntuee chinese-english code-switching code-switch
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Mar 14, 2019 - Python
VoiceTut-TTS is an Egyptian-Arabic text-to-speech system fine-tuned from OmniVoice on ~380 hours of Egyptian podcast speech. It produces natural Egyptian speech with seamless Arabic ↔ English code-switching, ships 15 built-in studio voices, supports zero-shot voice cloning
text-to-speech streaming tts text-processing speech-processing audio-processing arabic-nlp arabic-language code-switching egyptian-arabic omnivoice voicetut-tts voicetut egyptian-text-to-speech egypt-tts egyptian-tts egyptian-code-switching
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Jun 24, 2026 - Python
A curated list of resources dedicated to Code-mixed Natural Language Processing (NLP).
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Jun 23, 2026
Supertonic-ZH — fast on-device Mandarin TTS (pure ONNX). Now with streaming synthesis for real-time dialogue (low first-audio latency, barge-in).
text-to-speech streaming ai deep-learning voice tts speech-synthesis chinese mandarin onnx on-device code-switching mandarin-tts chinese-tts supertonic
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Aug 15, 2026 - Python
Hierarchical Korean-English Code-Switching Speech Recognition Benchmark (EACL Findings 2026) | 한영 혼용 음성인식 벤치마크
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Apr 13, 2026 - Python
[ACL 2024] 💬 MaskLID: Code-Switching Language Identification through Iterative Masking
language-identification code-mixing code-switching language-identification-toolkit code-switch language-identifier
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Jun 11, 2024 - Python
EduMIND — Multimodal Bilingual Lecture Assistant with Anti-Forget RAG, Whisper ASR, VietMix NMT (CMI-aware), and Human-in-the-Loop Active Learning via Label Studio. Built for code-mixed Vietnamese–English academic environments.
python nlp docker machine-translation speech-recognition whisper active-learning vietnamese-nlp human-in-the-loop bilingual education-technology multimodal code-switching rag label-studio streamlit vector-database qdrant langchain
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Jun 23, 2026 - Python
Privacy first, lighweight voice-to-text for macOS and iOS. Multilingual with tuned Traditional Chinese output. Runs Qwen3-ASR on Apple Silicon via MLX with optional cloud lane directly to provider's API endpoint. No middleman.
multilingual macos swift open-source ios privacy traditional-chinese speech-to-text opencc dictation mlx voice-to-text keyboard-extension offline-speech-recognition code-switching apple-silicon voice-typing local-ai qwen3-asr whisper-alternative
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Aug 24, 2026 - Swift
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning (CALCS 2018, ACL)
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Jun 13, 2019 - Python
Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection
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Apr 30, 2021 - Python
Unsupervised Sentiment Analysis for Code-mixed Data
sentiment-analysis unsupervised multi-lingual embeddings cross-lingual zero-shot-learning code-switching code-mixed
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Feb 4, 2020 - Jupyter Notebook
CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning
curriculum-learning code-switching multilingual-models multilingual-nlp llms medical-large-language-models llm-reasoning large-reasoning-models medical-llms
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Jan 28, 2026 - Python
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