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DataFunSummit
DataFunSummit
Feb 26, 2025 · Artificial Intelligence

Applying Multimodal Large Models to Music Recommendation at NetEase Cloud Music

This article details how NetEase Cloud Music leverages multimodal large language models to improve music recommendation across daily, personalized, and playlist scenarios by extracting rich audio, text, and visual features, addressing data skew, cold‑start challenges, and achieving measurable gains in user engagement and distribution efficiency.

Multimodal AINetEase Cloud Musicfeature extraction
0 likes · 12 min read
Applying Multimodal Large Models to Music Recommendation at NetEase Cloud Music
Eric Tech Circle
Eric Tech Circle
Jan 24, 2025 · Operations

Convert NCM Music Files to MP3/FLAC with a Free GUI Tool

This step‑by‑step guide shows how to download the ncmdump‑gui tool, export your liked NetEase Cloud Music tracks from the proprietary NCM format, batch convert them to MP3 or FLAC, and back up the results to cloud storage for seamless migration to other music apps.

Cloud BackupFLACGUI Tool
0 likes · 4 min read
Convert NCM Music Files to MP3/FLAC with a Free GUI Tool
DataFunSummit
DataFunSummit
Sep 18, 2024 · Artificial Intelligence

Multi‑Scenario Modeling for NetEase Cloud Music Recommendation: Architecture, Challenges, and Results

This article presents NetEase Cloud Music's multi‑scenario recommendation modeling work, covering background, overall system architecture, key modules such as unified and private domain networks, modeling objectives and difficulties, experimental results, future outlook, and a detailed Q&A session.

AINetEase Cloud Musiclarge-scale systems
0 likes · 13 min read
Multi‑Scenario Modeling for NetEase Cloud Music Recommendation: Architecture, Challenges, and Results
IT Services Circle
IT Services Circle
Aug 21, 2024 · Operations

Analysis of NetEase Cloud Music Outage on August 19: Infrastructure Failure and Operational Lessons

On August 19, NetEase Cloud Music suffered a severe infrastructure‑related outage that prevented user login, playlist loading, and song search, prompting a two‑hour recovery effort, a brief free‑membership compensation, and highlighting the critical role of proper change management, gray releases, disaster recovery, and cross‑functional coordination in large‑scale services.

InfrastructureNetEase Cloud MusicOperations
0 likes · 6 min read
Analysis of NetEase Cloud Music Outage on August 19: Infrastructure Failure and Operational Lessons
DataFunTalk
DataFunTalk
Aug 7, 2024 · Artificial Intelligence

Multi-Scenario Modeling for NetEase Cloud Music Recommendation: Architecture, Challenges, and Results

This article presents NetEase Cloud Music's multi‑scenario recommendation modeling work, detailing background, overall system architecture, key modules, modeling goals, technical difficulties, performance improvements, future outlook, and a comprehensive Q&A session that addresses practical deployment challenges.

AB testingAIModel architecture
0 likes · 14 min read
Multi-Scenario Modeling for NetEase Cloud Music Recommendation: Architecture, Challenges, and Results
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Nov 20, 2023 · Frontend Development

Low-Code Practices in NetEase Cloud Music's Mid-Platform Frontend Team

NetEase Cloud Music’s mid‑platform frontend team tackled fragmented product lines and low throughput by standardizing metadata, revamping cross‑team workflows, introducing bi‑weekly reviews, adopting a hybrid micro‑frontend architecture, and building reusable low‑code components and backend code‑generation tools, which doubled demand throughput while highlighting template benefits and remaining asset gaps.

NetEase Cloud Musicfrontendmicro-frontend
0 likes · 10 min read
Low-Code Practices in NetEase Cloud Music's Mid-Platform Frontend Team
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Dec 22, 2022 · Backend Development

NetEase Cloud Music Tracking Management Platform: Architecture and Implementation Practices

NetEase Cloud Music’s tracking management platform, built on the Dawn Tracking solution, provides a unified, version‑controlled system for client‑side data events that automates code generation, real‑time validation, change visualization, and automatic rebasing, while supporting bridge‑mode integration and aiming to extend into server‑side and hybrid tracking.

ClickHouseData AnalyticsNetEase Cloud Music
0 likes · 9 min read
NetEase Cloud Music Tracking Management Platform: Architecture and Implementation Practices
NetEase Cloud Music Tech Team
NetEase Cloud Music Tech Team
Apr 20, 2022 · Artificial Intelligence

Cold Start Solutions for Rich Media Content in Recommendation Systems

The article examines cold‑start challenges for rich‑media recommendations, outlines detection via calibration and lifecycle monitoring, and proposes two remedies—the multi‑stage “rise channel” for promoting fresh content and cross‑modal understanding using CLIP, CB2CF and dual‑tower models—demonstrating NetEase Cloud Music’s 25% distribution boost, over 20% CTR rise, and 40% review‑work reduction.

NetEase Cloud MusicRecommendation Systemscold start
0 likes · 8 min read
Cold Start Solutions for Rich Media Content in Recommendation Systems
DataFunTalk
DataFunTalk
Mar 12, 2022 · Artificial Intelligence

NetEase Cloud Music Advertising System: Algorithm Practice and Model Evolution

This article presents a comprehensive overview of NetEase Cloud Music's advertising system, detailing its architecture, core challenges, CTR and CVR prediction models, feature engineering, model evolution from LR to deep learning, user vector modeling, and practical recommendations for improving ad performance.

AdvertisingCTR predictionDeep Learning
0 likes · 15 min read
NetEase Cloud Music Advertising System: Algorithm Practice and Model Evolution
MaGe Linux Operations
MaGe Linux Operations
Sep 16, 2017 · Backend Development

How to Scrape NetEase Cloud Music Hot Comments with Python

This tutorial walks through using Python and browser developer tools to locate, decode, and retrieve the hot comments from NetEase Cloud Music's hot song chart, including extracting song IDs, handling encrypted request parameters, and applying regex to gather song metadata.

APINetEase Cloud MusicPython
0 likes · 9 min read
How to Scrape NetEase Cloud Music Hot Comments with Python