🎤 Enable voice recognition for the Doubao input method using Python; ideal for learning and research with a focus on audio processing.

🔍 Read lips in videos with an end-to-end deep learning model, enhancing accessibility and transcribing speech from mouth movements effectively.

Russian ASR system from scratch. Conformer encoder, CTC/Attention hybrid decoder, SpecAugment, beam search with LM fusion.

NVIDIA Conformer-CTC and Conformer-Transducer (RNN-T) running natively on Apple Silicon via MLX. Loads NeMo checkpoints directly.

Deep learning-based handwritten OCR system using CNN-RNN-CTC with evaluation via CER/WER metrics.

Very simple ocr based on crnn with traing and inference

Reimplementation of CC-G2PnP: Streaming Conformer-CTC based Japanese Grapheme-to-Phoneme and Prosody model (arXiv:2602.17157)

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

CTF writeups and proof files from TCS HackQuest Season 10 cybersecurity challenges.

Thulium is a production-ready Python library for offline handwritten text recognition (HTR) supporting 52+ languages across Latin, Cyrillic, Greek, Arabic, Hebrew, Devanagari, Chinese, Japanese, Korean, and Georgian scripts.

ASR-LE is an advanced ASR evaluation + observability toolkit that goes beyond WER: it shows where errors happen in time, estimates streaming p95 first-word latency, generates “worst moments” automatically, and produces reusable artifacts (report.json, timeline bins, moments, etc.)

Deep learning lip-reading model using Conv3D + BiLSTM + CTC architecture. Transcribes speech from mouth region video clips for accessibility applications.

The goal of this project is to accurately transcribe handwritten English word images into text using a deep learning model. This is achieved through the use of: The IAM Handwriting Dataset is a labeled image corpus CNN + BLSTM + CTC architecture An end-to-end training and inference pipeline

This python script will help you to get a sense of what you will get in hand salary for a given CTC

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

⚡ TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords

Speaker-aware CTC (SACTC) for multi-talker overlapped speech recognition.

E2E Speech Recognition Toolkit with Hydra and Pytorch Lightning

CRNN/LPRNet/STNet + CTC + CCPD

TensorFlowASR: Almost State-of-the-art Automatic Speech Recognition in Tensorflow 2. Supported languages that can use characters or subwords