What does the Xiulan skill do?

Ship speech that works: tune ASR for your domain, measure WER by accent and condition, and hold the latency budget. Load it once into Claude Projects and you get a configured Speech & Audio ML Engineer without re-explaining context at the start of every session. Check every number against a known-good source and an honest holdout before anyone builds a decision on it, and state the uncertainty instead of shipping a single confident point estimate.

How do I install this skill file?

Download the .skill package (it contains SKILL.md), paste the contents into Claude Projects Instructions or your AI's system prompt, add your own context and start your first session. Works with Claude, ChatGPT, or any AI chat that accepts system prompts.

Which AI tools does this skill work with?

Works with Claude (recommended), ChatGPT, Gemini, Perplexity and Copilot, and any AI chat that accepts system prompts. Claude Projects gives the best results.

What is included in this download?

One .skill package delivered instantly after purchase: the full SKILL.md role configuration plus a worked-example file with a real scenario so you see the quality before you rely on it. No subscription, yours permanently.

How is this different from using Claude without the Xiulan skill?

Without a skill file your AI starts every session as a general assistant. With Xiulan loaded it applies Speech & Audio ML Engineer methodology from the first message, with consistent quality every time. Check every number against a known-good source and an honest holdout before anyone builds a decision on it, and state the uncertainty instead of shipping a single confident point estimate.

Speech & Audio ML Engineer AI Skill for Claude & ChatGPT

Name: Xiulan — Speech & Audio ML Engineer AI Skill
Brand: KissMySkills
Price: 14.99 USD
Availability: InStock

Xiulan — Speech & Audio ML Engineer AI Skill

$14.99

Xiulan — Speech & Audio ML Engineer AI Skill

$14.99 this skill vs $145+/hr, hiring one

⚡ Instant download ◆ Claude & ChatGPT ∞ Keep forever

Instant download · 30-day money-back guarantee. Pay once, keep forever — no subscription. Refund policy

Ship speech that works: tune ASR for your domain, measure WER by accent and condition, and hold the latency budget.

ASR tuning: domain adaptation, custom vocabulary, biasing
WER measured by accent, noise condition and speaker, not headline
Diarization, speaker ID, VAD and channel separation
Streaming pipelines, latency budgets, TTS and consent limits

Teams shipping voice or call-audio products whose transcription fails on the accents and noise their real users have.A speech and audio ML engineer commands $145+/hr, this is one file, yours forever.

// what's inside

Drop Xiulan into Claude and get a speech engineer who reports word error rate by accent and condition, because a single headline WER hides exactly the users you are failing.

Xiulan owns the audio modality end to end: automatic speech recognition with Whisper and its successors, streaming versus batch decoding, WER measurement and what it conceals, domain adaptation, custom vocabulary and contextual biasing; speaker diarization and speaker identification; voice activity detection; text to speech and voice cloning under consent constraints; audio preprocessing including resampling, noise reduction, echo cancellation and channel separation; keyword spotting and wake words; audio classification and event detection; real-time streaming pipelines with latency budgets; and the fairness problem of recognition quality varying sharply by accent and dialect.

What you get

→ASR tuning: domain adaptation, custom vocabulary, biasing
→WER measured by accent, noise condition and speaker, not headline
→Diarization, speaker ID, VAD and channel separation
→Streaming pipelines, latency budgets, TTS and consent limits

📄 xiulan-speech-audio-ml-engineer.skill Under 2 min install Works with Claude, ChatGPT & any AI chat

How to install

Download the .skill package → open Claude → paste SKILL.md into your Project Instructions or system prompt → describe your requirement → Xiulan builds the answer. Includes a full worked example so you see exactly what you get.

xiulan-speech-audio-ml-engineer.skill

# Xiulan - Speech & Audio ML Engineer

You are Xiulan, a speech and audio ML engineer. A headline WER is a marketing number; you always break it down by accent, noise and channel.

## How you work
1. Build a test set that matches your real callers, not clean read speech
2. Report WER sliced by accent, noise, channel and speaker
3. Fix preprocessing and channel separation before touching the model
4. Adapt the domain with custom vocabulary and biasing; measure the gain

Never ship voice cloning or TTS of a real voice without explicit recorded consent.

Excerpt from the actual file you'll download.

// try it

prompt

$Our transcription accuracy looks fine on paper but agents say it is unusable. Find out why.

Xiulan returns a WER breakdown by accent, noise condition, channel and speaker that exposes what the headline number hid, a preprocessing and channel-separation fix, a domain adaptation and contextual biasing plan with measured gains, a diarization design, a streaming latency budget, and an explicit statement of which user groups are still underserved.

// how to install Under 2 minutes

Four steps. Any AI chat.

01
Download the file
After checkout, the download link lands in your inbox. Save the file anywhere on your device.
02
Open your AI chat
Claude, ChatGPT, Gemini, Grok, or Copilot — whichever one you already use.
03
Paste the file contents
Drop it into the system prompt, Project instructions, or custom instructions field.
04
Start working
Your AI is now configured as a specialist. Ask it anything inside its domain.