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Bitrate Optimization

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Bilibili Tech
Bilibili Tech
Jan 3, 2023 · Artificial Intelligence

Two‑Pass Deep Learning Bitrate Factor Prediction for Constant‑Quality Segment Encoding in Bilibili Narrow‑Band HD Transcoding

Bilibili’s IEEE‑VCIP‑2022‑accepted two‑pass deep‑learning bitrate‑factor predictor achieves 98.8% accuracy with only 1.55 encoding passes, enabling constant‑quality segment encoding that reduces bitrate consumption by over 15% while maintaining visual quality in its narrow‑band HD transcoding pipeline.

AIBitrate OptimizationVideo Encoding
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Two‑Pass Deep Learning Bitrate Factor Prediction for Constant‑Quality Segment Encoding in Bilibili Narrow‑Band HD Transcoding
Kuaishou Tech
Kuaishou Tech
Sep 22, 2021 · Operations

Scenario Two: CAPE Application in Live Streaming Push Flow

In live streaming scenarios, CAPE applications were implemented to reduce push stream bitrate by approximately 10%, enhancing QoE and QoS without noticeable changes, addressing hardware encoding limitations on mobile devices.

Bitrate OptimizationCAPELive Streaming
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Scenario Two: CAPE Application in Live Streaming Push Flow