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Hi~ I’m Huifan (Farah) Yang, a researcher, musician, and artist.

My work explores

  • Machine learning in multi-modality
  • Computational media and arts, Music AI
    • Sonic Art, Experimental Music, Electronic Music, Sonification, Ambisonics / Spatial Audio, Field Recording, Sound Studies, Visual Music, Creative Coding
    • Visual Art, Interactive Art, Generative Art, Contemporary Art, Media Art
  • Natural language processing: open relation extraction, information extraction, relation canonicalization, knowledge graph
  • AIGC: large language/music/audio/multimodal models
  • AI for science

Experiences include

  • 2017 ~ 2024: Master & BEng in Computer Science at Beijing Key Laboratory of Intelligence Telecommunication Software and Multimedia @dssc-group, Beijing University of Posts and Telecommunications.
  • Now
    • 2023 ~ 2024: Research Assistant in Music AI at SoundLab, advised by Ryo Ikeshiro
  • Previous
    • 2020 ~ 2021: Research intern at Bing Search Group, STCA @Microsoft
    • 2022: Research intern at DataStory Lab @IDEA-Research

🙌 Feel free to get in touch. Seeking Ph.D. opportunities. Available for hire as an RA/intern.

Huifan Yang's Projects

acalligence icon acalligence

Acalligence is an academic intelligence analysis system based on multi-modal knowledge graph (MMKG).

attenre icon attenre

Extract relation within unstructured sentence by using deep learning techniques

audiocraft_plus icon audiocraft_plus

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

bert icon bert

TensorFlow code and pre-trained models for BERT

diffusers icon diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

gpt4free icon gpt4free

decentralising the Ai Industry, just some language model api's...

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

knn-vc icon knn-vc

Voice Conversion With Just Nearest Neighbors

libfmp icon libfmp

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

ml4sa icon ml4sa

My curated list of machine learning-based techniques for sound art in creative media.

musst icon musst

Multi-span Style Extraction for Generative Reading Comprehension

ore icon ore

Open Relation Extraction pipeline for Chinese text using BERT as backbone in PyTorch

pcube3.0 icon pcube3.0

The person-centered field knowledge service system aims to mine and integrate multiple heterogeneous information publicly available on the internet, providing services such as information retrieval and decision-making assistance.以人物实体为核心的领域知识服务系统,旨在对网络上公开的多源异构信息进行挖掘和整合,提供信息的检索和辅助决策等服务。

pcube3.0-backend icon pcube3.0-backend

PCube3.0后端 - 以人物实体为核心的领域知识服务系统,旨在对网络上公开的多源异构信息进行挖掘和整合,提供信息的检索和辅助决策等服务。

pcube3.0-frontend icon pcube3.0-frontend

PCube3.0前端 - 以人物实体为核心的领域知识服务系统,旨在对网络上公开的多源异构信息进行挖掘和整合,提供信息的检索和辅助决策等服务。

pyda-2e-zh icon pyda-2e-zh

:book: [译] 利用 Python 进行数据分析 · 第 2 版

qore icon qore

The official repository for "Open Relation Extraction via Query-based Span Prediction", KSEM 2022.

quore icon quore

The official implementation of "Open Relation Extraction With Non-existent and Multi-span Relationships", KR 2022.

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