Ring behavior is tested against a pure-Python FIFO model, including 800 randomized operations, because PyAudio does not implement an in-memory ring: its stream calls go straight to PortAudio and a ...

This is a virtual, in-memory stream, not a replacement PortAudio device backend. It is useful for producer/consumer pipelines, network audio, deterministic tests, and staging interleaved PCM between ...

Will Kenton is an expert on the economy and investing laws and regulations. He previously held senior editorial roles at Investopedia and Kapitall Wire and holds a MA in Economics from The New School ...