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/aliyun-qwen-asr-realtime

Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.

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Install
$ npx -y skills add cinience/alicloud-skills --skill aliyun-qwen-asr-realtime --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/aliyun-qwen-asr-realtime

Context preview

The summary Claude sees to decide when to auto-load this skill.

Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.

SKILL.md

aliyun-qwen-asr-realtime.SKILL.md
name: aliyun-qwen-asr-realtime
description: Use when low-latency realtime speech recognition is needed with Alibaba Cloud Model Studio Qwen ASR Realtime models, including streaming microphone input, live captions, or duplex voice agents.
version: 1.0.0

Category: provider

Model Studio Qwen ASR Realtime

Validation

mkdir -p output/aliyun-qwen-asr-realtime
python -m py_compile skills/ai/audio/aliyun-qwen-asr-realtime/scripts/prepare_realtime_asr_request.py && echo "py_compile_ok" > output/aliyun-qwen-asr-realtime/validate.txt

Pass criteria: command exits 0 and `output/aliyun-qwen-asr-realtime/validate.txt` is generated.

Output And Evidence

  • Save session payloads and response samples under `output/aliyun-qwen-asr-realtime/`.

Critical model names

Use one of these exact model strings:

  • `qwen3-asr-flash-realtime`
  • `qwen3-asr-flash-realtime-2026-02-10`

Use cases

  • Realtime subtitles and captions
  • Voice-agent duplex input
  • Streaming speech-to-text in browser or terminal clients

Prerequisites

  • Set `DASHSCOPE_API_KEY` in your environment, or add `dashscope_api_key` to `~/.alibabacloud/credentials`.
  • Realtime sessions generally require WebSocket or streaming session handling in the client.

Normalized interface (asr.realtime)

Request

  • `model` (string, optional): default `qwen3-asr-flash-realtime`
  • `language_hints` (array<string>, optional)
  • `format` (string, optional): e.g. `pcm`, `wav`
  • `sample_rate` (int, optional): e.g. `16000`
  • `chunk_ms` (int, optional): frame size in milliseconds

Response

  • `text` (string): recognized transcript fragment
  • `is_final` (bool): finalization marker
  • `usage` (object, optional)

Quick start

Generate a request template:

python skills/ai/audio/aliyun-qwen-asr-realtime/scripts/prepare_realtime_asr_request.py \
  --output output/aliyun-qwen-asr-realtime/request.json

Operational guidance

  • Prefer 16kHz mono PCM unless your client stack requires another format.
  • Keep chunks small enough for responsive partial results.
  • If you only have recorded files, use `skills/ai/audio/aliyun-qwen-asr/` instead.

References

  • `references/sources.md`
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