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mimo-tts-wav

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更新日2026年7月2日 10:53

Generate a spoken or sung WAV audio file using MiMo TTS. USE THIS SKILL whenever the user asks the model to speak, say something aloud, read text out, sing a song, or produce any audio/voice output — even if no explicit destination is mentioned. Save the result to the current working directory as a .wav file (default name: output.wav) unless the user specifies a different path. Supports any expressive style and custom voice cloning.

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Jinhong2706

Jinhong2706/AI-Agent

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関連職種SOC

SOC 職業分類に基づく

ソフトウェア開発者コンピュータ・数学職·SOC 15-1252

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SKILL.md

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name	mimo-tts-wav
description	Generate a spoken or sung WAV audio file using MiMo TTS. USE THIS SKILL whenever the user asks the model to speak, say something aloud, read text out, sing a song, or produce any audio/voice output — even if no explicit destination is mentioned. Save the result to the current working directory as a .wav file (default name: output.wav) unless the user specifies a different path. Supports any expressive style and custom voice cloning.
applyTo	**

MiMo TTS → WAV File

Convert text to speech using the MiMo TTS API and save the result as a standard WAV file (24 kHz, 16-bit PCM, mono) to any local path you choose.

When to Use

Situation	Use this skill?
User says "说..." / "读出来" / "大声念" / "speak" / "say"	✅ Yes
User says "唱..." / "唱个歌" / "唱歌" / "sing"	✅ Yes
User asks for any voice/audio output	✅ Yes
No output path given — save to `$PWD/output.wav`	✅ Yes
Need to send voice directly to Feishu	❌ Use `mimo-tts-voice` instead
Need to post-process audio (ffmpeg, SoX …)	✅ Yes — pipe the output

Prerequisites

Requirement	Details
`jq`	JSON builder. Install: `brew install jq`
`python3`	Standard library only (json, base64, struct). Pre-installed on macOS.
`curl`	Pre-installed on macOS.

Usage

bash scripts/tts_to_wav.sh "<text>" "<output.wav>" [style] [voice_sample.wav]

Arguments

#	Name	Required	Description
1	`text`	✅	Text to synthesize. Apply TTS normalization rules before passing. Singing mode: pass a song name (looked up in `sing0301_dict.json`) or `LYRICS:<your lyrics>` to supply lyrics directly.
2	`output_path`	✅	Destination path for the WAV file. Parent directory must exist.
3	`style`	optional	Any natural-language style phrase (see Style Guide below). Pass `唱歌` to enable singing mode.
4	`voice_sample`	optional	Path to a WAV reference clip (24 kHz, 16-bit, mono, 5–15 s) for voice cloning. Omit to use the preset voice `mimo_default`.

Environment Variables

Variable	Default	Description
`MIMO_VOICE_SAMPLE`	—	Fallback voice sample path (used when `voice_sample` arg is omitted)
`MIMO_API_BASE_URL`	`https://api.xiaomimimo.com/v1`	Override API base URL (`/chat/completions` is appended automatically)
`MIMO_TTS_MODEL`	`mimo-v2.5-tts`	Override model name
`MIMO_SING_DICT`	`../../sing0301_dict.json` (relative to script)	Path to `sing0301_dict.json` song lyrics dictionary

Step-by-Step

Normalize the text — Apply TTS normalization (see section below) so numbers, symbols and formatting render as natural speech.
Choose a voice
- Preset: omit voice_sample → uses mimo_default
- Custom clone: pass a 5–15 s WAV clip as the 4th argument, or set MIMO_VOICE_SAMPLE
Choose a style (optional) — pass any descriptive phrase as the 3rd argument. Omit for neutral speech.

Run the script:

bash scripts/tts_to_wav.sh "要说的内容" "/path/to/out.wav"

Check the output — the script exits 0 and prints OK: <N> bytes written to <path> on success. Any error is printed to stderr with a non-zero exit code.

Examples

# Minimal — preset voice, no style
bash scripts/tts_to_wav.sh "今天天气不错" /tmp/hello.wav

# With a mood style
bash scripts/tts_to_wav.sh "恭喜你获得了一等奖！" /tmp/congrats.wav "开心激动"

# Slow delivery for an accessibility recording
bash scripts/tts_to_wav.sh "请系好安全带。" /tmp/safety.wav "语速慢 清晰"

# Custom voice clone + style
bash scripts/tts_to_wav.sh "大家好，我是小明。" /tmp/xiaoming.wav "热情" ~/voices/xiaoming.wav

# Singing — look up lyrics by song name (requires sing0301_dict.json)
bash scripts/tts_to_wav.sh "两只老虎" /tmp/song.wav "唱歌"

# Singing — supply lyrics directly with LYRICS: prefix
bash scripts/tts_to_wav.sh "LYRICS:两只老虎，两只老虎，跑得快，跑得快……" /tmp/song.wav "唱歌"

# Pipe straight into ffmpeg to get MP3
bash scripts/tts_to_wav.sh "你好" /tmp/tmp.wav && \
  ffmpeg -i /tmp/tmp.wav /tmp/out.mp3

Style Guide

style accepts any natural-language phrase — the model interprets it freely. There are no fixed values.

Category	Examples
Emotion	`开心` / `悲伤` / `生气` / `平静`
Delivery	`语速慢` / `语速快` / `悄悄话` / `清晰有力`
Character	`像个大将军` / `像个小孩` / `孙悟空` / `林黛玉`
Dialect	`东北话` / `四川话` / `台湾腔` / `粤语`
Combinations	`慵懒刚睡醒` / `撒娇夹子音` / `深情款款语速慢`
Singing	`唱歌` — text is a song name (looked up in `sing0301_dict.json`) or `LYRICS:<lyrics>`

Omit the style argument entirely for neutral, natural-sounding speech.

TTS Text Normalization

Preprocess the input text before passing it to the script. Replace unspoken symbols with natural spoken Chinese (or English where appropriate).

Numbers

Input	Spoken
`3`	三
`3.14`	三点一四
`1/3`	三分之一
`14:30`	下午两点半
`95%`	百分之九十五
`2024` (year)	二零二四年

Common Symbols

Symbol	Spoken
`+`	加
`-`	减
`×` / `*`	乘以
`÷` / `/`	除以
`=`	等于
`>` / `<`	大于 / 小于
`%`	百分之…
`~`	大约
`...` / `…`	等等
`#`	井号 (or 第, by context)

Formatting Artifacts

Remove markdown (**bold**, # heading, `code`, - bullet)
Convert numbered lists to prose: "有三点，第一……第二……第三……"
Convert tables to sentences describing key values

Output Format

The script always writes a standard RIFF WAV file:

Property	Value
Format	WAV (RIFF)
Sample rate	24 000 Hz
Bit depth	16-bit PCM
Channels	Mono

If the API returns raw PCM instead of WAV, the script automatically adds the correct RIFF header before writing to disk.

Error Reference

Exit code	Meaning	Fix
`1`	Missing required argument	Provide `text` and `output_path`
`1`	Voice sample file not found	Check the path passed as arg 4
`2`	API HTTP error	Check network access; API key is resolved automatically
`2`	Unexpected response shape	Inspect stderr for raw API response
`3`	Output file empty / not written	Check that the parent directory exists and is writable