安克创新音频算法工程师(训练优化方向)
社招全职地点:北京状态:招聘♡ 收藏
工作描述
岗位职责 1. 负责音频算法的研发、优化和部署,包括不限于单/多麦降噪增强、编解码、唤醒识别、说话人日志等方向。 2. 负责音频模型的训练与优化,包括数据构建与清洗、训练 pipeline 搭建、损失函数设计、模型剪枝 / 蒸馏 / 量化等。 3. 负责算法在 DSP / NPU / GPU / CPU 等异构平台上的部署与性能优化,保证实时性(RTF)与内存预算达标。 4. 参与算法驱动的芯片设计:从算法需求出发输出芯片规格建议(算子支持范围、位宽与精度、片上存储与带宽、算力与能效预算、噪声与鲁棒性约束),与芯片/硬件团队协同完成架构评估、算子定义与规格评审,推动算法与芯片的软硬协同设计。 5. 跟踪 ICASSP、Interspeech 等会议的前沿方法,评估并复现有价值的技术方案,推动算法从预研到量产落地。 --- 任职要求 1. 学历专业:硕士及以上学历,电子信息、计算机、通信工程、声学、自动化、信号与信息处理等相关专业;毕业三年以内。 2. 数学和…
登录查看完整工作描述
微信扫码,1秒登录
包括英文材料
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/
学历+
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
CNN+
https://learnopencv.com/understanding-convolutional-neural-networks-cnn/
Convolutional Neural Network (CNN) forms the basis of computer vision and image processing.
[英文] CNN Explainer
https://poloclub.github.io/cnn-explainer/
Learn Convolutional Neural Network (CNN) in your browser!
https://www.deeplearningbook.org/contents/convnets.html
Convolutional networks(LeCun, 1989), also known as convolutional neuralnetworks, or CNNs, are a specialized kind of neural network for processing data.
https://www.youtube.com/watch?v=2xqkSUhmmXU
MIT Introduction to Deep Learning 6.S191: Lecture 3 Convolutional Neural Networks for Computer Vision
RNN+
https://d2l.ai/chapter_recurrent-neural-networks/rnn.html
A neural network that uses recurrent computation for hidden states is called a recurrent neural network (RNN).
https://www.deeplearningbook.org/contents/rnn.html
Recurrent neural networks, or RNNs (Rumelhart et al., 1986a), are a family of neural networks for processing sequential data.
https://www.ibm.com/think/topics/recurrent-neural-networks
A recurrent neural network or RNN is a deep neural network trained on sequential or time series data to create a machine learning (ML) model that can make sequential predictions or conclusions based on sequential inputs.
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
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.
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.
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.
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
还有更多 •••
相关职位
校招AI/算法类
1.有较强的学习、理解和工程逻辑能力,能够快速定位问题,掌握相关问题分析的方法和思路; 2.优秀的书面和口头表达能力,善于和团队合作; 3.声学、信号处理、通信、计算机专业硕士学历; 4.对音频有浓厚
更新于 2026-03-06北京|上海
校招研发类
1、声学、计算机、人工智能、信号处理、数学等专业,具备扎实的数学基础,熟悉信号处理相关专业知识; 2、熟悉常见的深度学习框架; 3、熟练掌握至少一门编程语言,如Matlab、C、C++、python
更新于 2026-08-19北京|西安
社招研发类
1. 声学、计算机、人工智能、信号处理、数学等专业; 2.具备扎实的数学基础,熟悉信号处理相关专业知识; 3. 熟悉常见的深度学习模型,包括但不限于CNN、RNN、LSTM、Tranformer、di
更新于 2026-01-27北京|西安