xby-asr-5

Handling multilingual speech-to-text inside a DeepSeek Harness conversation usually means juggling separate models, manually tagging the target language, and fiddling with input formats. xby-asr-5 collapses those steps into a single call: it covers Mandarin, English, Japanese, Korean, and Cantonese out of the box, and the model auto-detects the language without any extra annotation from the user.

The core capability centres on three audio input modes — a URL, a BASE64 string, or a local file path — covering the most common workflows from web-based capture to offline local processing. Under the hood it runs an int8-quantised SenseVoice model, keeping multilingual accuracy in check while reducing inference overhead. The API key is set once per session and persists across restarts, so there is no need to reconfigure after a reboot.

It is well suited for content creators who regularly transcribe multilingual audio, cross-border teams working with CJK and European languages, and developers who want to slot lightweight ASR into an existing pipeline without managing their own model deployment.