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  • University of Electronic Science and Technology of China
  • Chengdu, Sichuan, China
  • Joined Jun 18, 2026

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juliag106/README.md

Lucy Liang · 梁露西

电子科技大学 · 从本科一路做声学大模型 —— 让机器「听懂」声音:从表示、定位,到理解。

一条从本科延续到研究生的研究线,三个开源项目把它串起来:

2020 – 2022 · 打地基 resona —— 统一声学自监督表示学习。语音 / 环境声 / 声场信号的掩码建模与对比预训练,作为后续一切工作的声学底座。

2022 – 2024 · 学会定位 sonoloc —— 声学事件检测与声源定位(SELD)。多通道 SRP-PHAT / MUSIC 定位 + 弱标注 MIL 检测,鲁棒于噪声场景。

2024 – 2026 · 走向理解 sonolingua —— 把统一声学编码器接入大语言模型,做声学场景理解、音频–文本检索与描述生成。


一以贯之:纯 NumPy 内核、import 不拉深度学习框架,无 GPU / 无网络也能跑核心与单测;需要训练时再接可选 PyTorch 后端。离线优先,CI 全绿。

UESTC · 声学大模型 · 表示 → 定位 → 理解 · she/her

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  1. resona resona Public

    统一声学自监督表示学习工具包:语音/环境声/声场信号的掩码建模与对比预训练,NumPy 核心 + 可选 PyTorch

    Python

  2. sonolingua sonolingua Public

    把统一声学编码器接入大语言模型的声学理解框架:声学场景理解、音频-文本检索与描述生成(纯 NumPy 内核,离线优先)

    Python

  3. sonoloc sonoloc Public

    多通道声学事件检测与声源定位(SELD)工具箱:SRP-PHAT/MUSIC 定位 + 弱标注 MIL 检测,NumPy 核心、可选 PyTorch

    Python

  4. jianweiweng05/qsx-strategy-score jianweiweng05/qsx-strategy-score Public

    Free strategy scorecard for trading backtests. Detect overfitting, weak edge, drawdown risk, and random-timing luck from returns, equity curves, or trade logs.

    Python 65 4