Blue Hours Seattle. 2022
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jackaduma. jackaduma@gmail.com, jackaduma@126.com
I am a deep learning engineer.
I am interest Speech, NLP and AI on Cyber Security.
Open Source
About ChatGPT and LLM …
- a full pipeline to finetune LLM with LoRA and RLHF on consumer hardware
- The Open Source LLM implementation of paper: RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text.
About Deep Learning in Speech
- CycleGAN-VC2: This code is a PyTorch implementation for paper: CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion, a nice work on Voice-Conversion/Voice Cloning.
- CycleGAN-VC3: This code is a PyTorch implementation for paper: CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-spectrogram Conversion, a nice work on Voice-Conversion/Voice Cloning.
- LAS_Mandarin_PyTorch: This code is a PyTorch implementation for paper: Listen, Attend and Spell, a nice work on End-to-End ASR, Speech Recognition model.
- SpeakerRecognition-ResNet-GhostVLAD: Utterance-level Aggregation For Speaker Recognition In The Wild, using a “thin-ResNet” trunk architecture, and a dictionary-based NetVLAD or GhostVLAD layer to aggregate features across time, that can be trained end-to-end.
About AI on Cyber Security
- SecBERT: SecBERT is a BERT model trained on cyber security text, learned CyberSecurity Knowledge.
- NLP4CyberSecurity: This code is NLP models and tech implementation for cyber security task, driven by deep learning model, a nice work on cyber security.
- AI-WAF: This code is a implementation of Web-Application-Firewall driven by deep learning model, a nice work on AI-WAF.
- HomoglyphAttacksDetector Detecting Homoglyph Attacks with CNN model using Computer Vision method.
- ThreatReportExtractor: Extracting Attack Behavior from Threat Reports.
About NLP …
Other Interests
- Porn Content Pic or Video Recognization:
- drowsiness-detection: