Qwen3-ASR-Toolkit: An Advanced Open Source Python Command-Line Toolkit for Using the Qwen-ASR API Beyond the 3 Minutes/10 MB Limit
Qwen has launched Qwen3-ASR-Toolkit, an MIT-licensed Python CLI that programmatically bypasses the Qwen3-ASR-Flash API’s 3-minute/10 MB per-request restrict by performing VAD-aware chunking, parallel API calls, and computerized resampling/format normalization by way of FFmpeg. The result’s steady, hour-scale transcription pipelines with configurable concurrency, context injection, and clear textual content post-processing. Python ≥3.8 prerequisite, Install with: Copy…
