kjw11/Speaker-Aware-CTC
Speaker-aware CTC (SACTC) for multi-talker overlapped speech recognition.
This project offers an advanced method to accurately transcribe speech when multiple people are talking at the same time. It takes in audio recordings with overlapping speech and outputs distinct transcriptions for each speaker, even when they're speaking over each other. This is ideal for speech recognition researchers and engineers working on complex multi-speaker scenarios.
No commits in the last 6 months.
Use this if you are developing automatic speech recognition (ASR) systems and need to improve accuracy when multiple speakers are talking simultaneously.
Not ideal if you are looking for a standalone, ready-to-use application, as this is a core algorithm requiring integration with existing speech toolkits like ESPnet.
Stars
22
Forks
1
Language
Python
License
MIT
Category
Last pushed
May 26, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/voice-ai/kjw11/Speaker-Aware-CTC"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
githubharald/CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon...
githubharald/CTCWordBeamSearch
Connectionist Temporal Classification (CTC) decoder with dictionary and language model.
nl8590687/ASRT_SpeechRecognition
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
athena-team/athena
an open-source implementation of sequence-to-sequence based speech processing engine
hirofumi0810/tensorflow_end2end_speech_recognition
End-to-End speech recognition implementation base on TensorFlow (CTC, Attention, and MTL training)