虎牙语音大模型算法兼职实习生
社招全职MJ003945地点：广州状态：招聘
任职要求
1、本科及以上学历，AI、EE、CS等相关专业，研究方向为语音合成 / 语音大模型、自然语言处理或多模态等相关领域。 2、熟悉机器学习和深度学习理论，掌握生成模型、多模态大模型等一个或多个方向的理论与算法，具备相关方案实现能力与经验。 3、熟悉端到端语音大模型结构（如VocalNet、SLAM-Omni、GLM-Voice等）。 4、熟悉常见语音合成大模型框架（如CosyVoice、F5-TTS、Index-tts、MegaTTS3、Bert-VITS2等开源框架）。 5、熟悉Pytorch、Python、C++/C、Shell等，对数据结构和算法设计有深刻理解。 6、熟悉基于LLM的语音合成、端到端方法，持续关注语音/NLP/多模态的前沿技术。 7、具有良好的团队合作精神、技术热情和自驱力。实习时间能至少3个月，能实习6个月以上优先。 8、有ICASSP、Interspeech、ICML等顶会工作、具体实践项目、实验室背景优先。
工作职责
【】 1、负责语音合成系统/语音端到端大模型、全链路算法的技术预研和研发工作。 2、负责大模型的数据积累、框架建设等基建工作。 3、跟踪业界前沿技术，持续探索语音合成、端到端技术的新能力和新应用，提升核心能力。
包括英文材料
学历+
大模型+
https://www.youtube.com/watch?v=xZDB1naRUlk
You will build projects with LLMs that will enable you to create dynamic interfaces, interact with vast amounts of text data, and even empower LLMs with the capability to browse the internet for research papers.
https://www.youtube.com/watch?v=zjkBMFhNj_g
NLP+
https://www.youtube.com/watch?v=fNxaJsNG3-s&list=PLQY2H8rRoyvzDbLUZkbudP-MFQZwNmU4S
Welcome to Zero to Hero for Natural Language Processing using TensorFlow!
https://www.youtube.com/watch?v=R-AG4-qZs1A&list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Natural Language Processing tutorial for beginners series in Python.
https://www.youtube.com/watch?v=rmVRLeJRkl4&list=PLoROMvodv4rMFqRtEuo6SGjY4XbRIVRd4
The foundations of the effective modern methods for deep learning applied to NLP.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
SLAM+
https://docs.mrpt.org/reference/latest/tutorial-slam-for-beginners-the-basics.html
[英文] SLAM for Dummies
https://dspace.mit.edu/bitstream/handle/1721.1/119149/16-412j-spring-2005/contents/projects/1aslam_blas_repo.pdf
A Tutorial Approach to Simultaneous Localization and Mapping
https://ouster.com/insights/blog/introduction-to-slam-simultaneous-localization-and-mapping
SLAM is an essential piece in robotics that helps robots to estimate their pose – the position and orientation – on the map while creating the map of the environment to carry out autonomous activities.
[英文] What Is SLAM?
https://www.mathworks.com/discovery/slam.html
How it works, types of SLAM algorithms, and getting started
BERT+
https://www.youtube.com/watch?v=xI0HHN5XKDo
Understand the BERT Transformer in and out.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具，在灵活性、可读性和性能上都具备相当的优势，近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文，免费，零起点，完整示例，基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
Bash+
[英文] The Bash Guide
https://guide.bash.academy/
A quality-driven guide through the shell's many features.
https://www.youtube.com/watch?v=tK9Oc6AEnR4
Understanding how to use bash scripting will enhance your productivity by automating tasks, streamlining processes, and making your workflow more efficient.
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
ICML+
https://icml.cc/
相关职位
社招技术类
1、负责语音大模型的迭代与优化，涵盖语音识别、语音翻译、语音合成、音色克隆、智能语音对话、音乐生成等通用模型或垂直领域模型的技术升级； 2、跟踪前沿技术动态，开展深入研究，并撰写和发表相关领域高水平学术论文； 3、优化强化学习在语音大模型场景中的应用，推动多模态技术的深度融合； 4、深入研究端到端语音实时交互技术，解决跨语言理解、翻译与合成的关键问题，优化语音输入到多模态输出的全链路效果。
更新于 2025-02-05
实习核心本地商业-基
你将做什么： 1. 从事情语音大模型方向的前沿技术探索，包括但不限于语音交互大模型、omni 大模型、ASR、TTS、音频理解、音乐合成、音频多模态等方向。 2. 调研前沿工作，跟踪业界相关进展。 3. 算法研发和模型训练，包括但不限于代码编写、数据处理。
更新于 2025-07-21
社招TPG
-负责语音大模型算法的设计与实现，开展国际领先的前沿算法探索 -负责语音大模型算法模型训练数据飞轮建设 -负责语音交互相关的多模态算法研发 -负责语音大模型下游算法研发
更新于 2024-03-01