AAA-voice-cloning-qwen-cloud

AAA · Voice Cloning — Qwen Cloud

Zero-shot, instant enrollment. The fastest clone path in the federation. The cost is binding: pick the target_model before the first sample.

DITEMPA BUKAN DIBERI.

API Surface (DashScope International)

Auth: Authorization: Bearer $DASHSCOPE_API_KEY. Base: https://dashscope-intl.aliyuncs.com.

Model Family Map (MUST MEMORIZE)

Hard constraint — target_model is immutable per voice. Cloning for cosyvoice-v3-plus and then synthesizing with qwen-audio-3.0-tts-flash FAILS. Pick the target at enrollment and never change.

Audio Constraints (per family)

No background music, ambient noise, or singing. Singing and song audio cause silent failure or acoustic hallucination.

Two Pathways (i-ARIF)

Pathway A — Qwen-Omni Realtime (Base64)

Use when arifOS needs voice-to-voice realtime conversation.

import os, base64, pathlib, requests

API_KEY = os.environ["DASHSCOPE_API_KEY"]
TARGET_MODEL = "qwen3.5-omni-flash-realtime"   # or plus for HD
PREFERRED_NAME = "i-arif-omni"
VOICE_FILE_PATH = "i-ARIF-sample-15s-clean.wav"

def create_voice(file_path: str, target_model: str, preferred_name: str) -> str:
    p = pathlib.Path(file_path)
    data_uri = f"data:audio/wav;base64,{base64.b64encode(p.read_bytes()).decode()}"
    resp = requests.post(
        "https://dashscope-intl.aliyuncs.com/api/v1/services/audio/tts/customization",
        headers={"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"},
        json={
            "model": "qwen-voice-enrollment",
            "input": {
                "action": "create",
                "target_model": target_model,
                "preferred_name": preferred_name,
                "audio": {"data": data_uri},
            },
        },
    )
    resp.raise_for_status()
    return resp.json()["output"]["voice"]

voice_id = create_voice(VOICE_FILE_PATH, TARGET_MODEL, PREFERRED_NAME)
# voice_id = "i-arif-omni-<hash>"

Then for realtime conversation, wire through OmniRealtimeConversation:

from dashscope.audio.qwen_omni import OmniRealtimeConversation, MultiModality, OmniRealtimeCallback

conv = OmniRealtimeConversation(
    model=TARGET_MODEL,
    callback=my_callback,
    url="wss://dashscope-intl.aliyuncs.com/api-ws/v1/realtime",
)
conv.connect()
conv.update_session(
    output_modalities=[MultiModality.AUDIO, MultiModality.TEXT],
    voice=voice_id,
)

Pros: no public file exposure; fastest realtime voice-to-voice in federation. Cons: 15 s sample must be flawless — no margin for noise.

Pathway B — CosyVoice High-Fidelity TTS (Public URL)

Use when arifOS only needs Text-to-Speech (no realtime).

# Step 1: host sample publicly (Caddy / Cloudflare Tunnel)
#   https://geox.arif-fazil.com/audio/i-ARIF-sample-15s.wav

# Step 2: enroll
curl -X POST https://dashscope-intl.aliyuncs.com/api/v1/services/audio/tts/customization \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "voice-enrollment",
    "input": {
      "action": "create_voice",
      "target_model": "cosyvoice-v3-plus",
      "prefix": "i-arif-cosy",
      "url": "https://geox.arif-fazil.com/audio/i-ARIF-sample-15s.wav",
      "language_hints": ["ms", "en"]
    }
  }'

Then synthesize:

curl -X POST https://dashscope-intl.aliyuncs.com/api/v1/services/audio/tts/SpeechSynthesizer \
  -H "Authorization: Bearer $DASHSCOPE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "cosyvoice-v3-plus",
    "input": {
      "text": "Salam. Hang nak checker Solar pukul 3 tadi?",
      "voice": "i-arif-cosy-<hash>",
      "format": "wav",
      "sample_rate": 24000
    }
  }'

Pros: CosyVoice is among the most natural for dialect / multilingual. Cons: requires public URL hosting; sample must be reachable from DashScope servers (no localhost).

Recording Checklist (15 s Window)

Per AGI-audio-quantum-cognition recording tips + Qwen-specific:

1. Close windows and doors.
2. Off fans, AC, fluorescent ballasts.
3. Small enclosed room (≤ 10 m²), acoustic foam / curtains / carpet.
4. Mic ~10 cm from mouth.
5. Script: complete sentences, ≥ 3 s continuous speech, semantic continuity.
6. Add appropriate emotional expression (warmth / seriousness). Monotone fails.
7. Avoid sensitive content (politics / porn / violence) — recording fails.

Trade-off Matrix (i-ARIF specific)

F13 SOVEREIGN Gate

Voice enrollment is identity creation. Even though Qwen returns the voice instantly with no training, the resulting handle is a sovereign identity. Required:

• human_approval_token (stg_*) on the enrollment call.
• VAULT999 append with category=identity, tier=sovereign.
• Cross-reference the chosen target_model and document why.

Borrowing an existing voice for synthesis → F11 audit + receipt only, no F13.

F9 ANTI-HANTU

Synthetic voice handles that don't exist on DashScope → DENY at L1_IDENTITY. The provider rejects, but agent must not paper over the denial by retrying with a fabricated hash.

F2 TRUTH Labels

• Voice creation response → [OBS] (provider-asserted).
• Sample selection → [DER] (derived from user's source audio).
• Target model choice → [SPEC] (specification, with rationale).

When to Load This Skill

• Picking between MiniMax and Qwen for i-ARIF cloning.
• Configuring CosyVoice or Qwen-Omni realtime.
• Hosting source audio via Caddy / Cloudflare Tunnel for URL ingestion.
• Auditing target_model lock-in across federated voice handles.
• Debugging clone failures (silent synthesis, missing voice, drift).

Integration Points

• Companion (MiniMax): /root/AAA/skills/AAA-voice-cloning-mimo-minimax/SKILL.md
• Doctrine parent: /root/AAA/skills/AGI-audio-quantum-cognition/SKILL.md
• EMD pipeline: /root/AAA/skills/AAA-audio-emd-pipeline/SKILL.md
• Public audio hosting: /root/AAA/skills/forge-caddy-cloudflare/SKILL.md
• VAULT999 identity: /root/VAULT999/identity/
• DashScope docs: https://dashscope-intl.aliyuncs.com

Related Skills

• AAA-voice-cloning-mimo-minimax — Alternative provider (longer sample, more control)
• AAA-audio-emd-pipeline — Phase 3 ENCODE routing
• AGI-audio-quantum-cognition — Physics + floors
• hermes-voice-config — Hermes TTS config
• tts-edge-fallback — Free fallback

Operational binding forged 2026-08-18. F2 evidence: DashScope International API documentation derived from provider docs. F13 gate: every enrollment call requires stg_ approval token before request.*