Make your character sing
Animate a character image into a lip-synced singing or rapping performance.
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源模板的只读预览。在 Cloud 中打开，即可查看节点并进行修改。
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从代码中调用该模型
以下请求使用与体验区相同的预设图和设置。每次提交都可能开始一次付费运行；如果提交结果未知，请勿自动重试。
1 获取 API 密钥 ↗
What you need
- Runs on
- Comfy Cloud
- 密钥
- COMFY_API_KEY
- 你的文件
- 由代码根据链接上传
需要付费的 Cloud 方案和额度。
# Python 3.10+: pip install comfy-sdk==0.4.0
import os
from comfy_sdk import Comfy
api_key = os.environ.get("COMFY_API_KEY", "").strip()
if not api_key: raise RuntimeError("Set COMFY_API_KEY")
os.environ.setdefault("COMFY_BASE_URL", "https://cloud.comfy.org")
client = Comfy(api_key=api_key)
workflow = client.workflows.from_json({
"125": {
"class_type": "LoadAudio",
"inputs": {
"audio": "UPLOADED_audio_FILENAME"
},
"_meta": {
"title": "Load Audio"
}
},
"284": {
"class_type": "LoadImage",
"inputs": {
"image": "UPLOADED_image_FILENAME"
},
"_meta": {
"title": "Load Image"
}
},
"325": {
"class_type": "SaveVideo",
"inputs": {
"filename_prefix": "video/ComfyUI",
"format": "auto",
"format.codec": "auto",
"video": [
"330:334",
0
]
},
"_meta": {
"title": "Save Video"
}
},
"330:331": {
"class_type": "WanVideoDecode",
"inputs": {
"enable_vae_tiling": False,
"normalization": "default",
"samples": [
"330:333",
0
],
"tile_stride_x": 144,
"tile_stride_y": 128,
"tile_x": 272,
"tile_y": 272,
"vae": [
"330:347",
0
]
},
"_meta": {
"title": "WanVideo Decode"
}
},
"330:332": {
"class_type": "WanVideoTextEncodeCached",
"inputs": {
"device": "gpu",
"model_name": "umt5-xxl-enc-bf16.safetensors",
"negative_prompt": "bright tones, overexposed, static, blurred details, subtitles, static, overall gray, worst quality, low quality, JPEG compression residue, incomplete, extra fingers, poorly drawn hands, poorly drawn faces, deformed, disfigured, fused fingers, still picture, messy background, walking backwards",
"positive_prompt": "The character looks towards the suspended microphone and raps passionately. Very emotional performance",
"precision": "bf16",
"quantization": "disabled",
"use_disk_cache": False
},
"_meta": {
"title": "WanVideo TextEncode Cached"
}
},
"330:333": {
"class_type": "WanVideoSampler",
"inputs": {
"add_noise_to_samples": True,
"batched_cfg": False,
"cfg": 1.0000000000000002,
"denoise_strength": 1,
"end_step": -1,
"force_offload": True,
"image_embeds": [
"330:339",
0
],
"model": [
"330:346",
0
],
"multitalk_embeds": [
"330:337",
0
],
"riflex_freq_index": 0,
"rope_function": "comfy",
"scheduler": "dpm++_sde",
"seed": 940918897846710,
"shift": 11.000000000000002,
"start_step": 0,
"steps": 7,
"text_embeds": [
"330:332",
0
]
},
"_meta": {
"title": "WanVideo Sampler"
}
},
"330:334": {
"class_type": "CreateVideo",
"inputs": {
"audio": [
"125",
0
],
"bit_depth": "auto",
"codec": "none",
"color_space": "sRGB",
"fps": 25,
"images": [
"330:331",
0
]
},
"_meta": {
"title": "Create Video"
}
},
"330:335": {
"class_type": "AudioSeparation",
"inputs": {
"audio": [
"125",
0
],
"chunk_fade_shape": "linear",
"chunk_length": 10,
"chunk_overlap": 0.1
},
"_meta": {
"title": "AudioSeparation"
}
},
"330:336": {
"class_type": "DownloadAndLoadWav2VecModel",
"inputs": {
"base_precision": "fp16",
"load_device": "main_device",
"model": "TencentGameMate/chinese-wav2vec2-base"
},
"_meta": {
"title": "(Down)load Wav2Vec Model"
}
},
"330:337": {
"class_type": "MultiTalkWav2VecEmbeds",
"inputs": {
"add_noise_floor": False,
"audio_1": [
"330:335",
3
],
"audio_cfg_scale": 1,
"audio_scale": 1,
"fps": 25,
"multi_audio_type": "para",
"normalize_loudness": True,
"num_frames": 750,
"smooth_transients": False,
"wav2vec_model": [
"330:336",
0
]
},
"_meta": {
"title": "Multi/InfiniteTalk Wav2vec2 Embeds"
}
},
"330:339": {
"class_type": "WanVideoImageToVideoMultiTalk",
"inputs": {
"clip_embeds": [
"330:342",
0
],
"colormatch": "disabled",
"force_offload": False,
"frame_window_size": 81,
"height": [
"330:341",
2
],
"mode": "infinitetalk",
"motion_frame": 9,
"output_path": "",
"start_image": [
"330:341",
0
],
"tiled_vae": False,
"vae": [
"330:347",
0
],
"width": [
"330:341",
1
]
},
"_meta": {
"title": "WanVideo Long I2V Multi/InfiniteTalk"
}
},
"330:340": {
"class_type": "ImageResizeKJv2",
"inputs": {
"crop_position": "center",
"device": "cpu",
"divisible_by": 16,
"height": 832,
"image": [
"284",
0
],
"keep_proportion": "crop",
"pad_color": "0, 0, 0",
"upscale_method": "lanczos",
"width": 480
},
"_meta": {
"title": "Resize Image v2"
}
},
"330:341": {
"class_type": "GetImageSizeAndCount",
"inputs": {
"image": [
"330:340",
0
]
},
"_meta": {
"title": "Get Image Size & Count"
}
},
"330:342": {
"class_type": "WanVideoClipVisionEncode",
"inputs": {
"clip_vision": [
"330:345",
0
],
"combine_embeds": "average",
"crop": "center",
"force_offload": True,
"image_1": [
"330:341",
0
],
"ratio": 0.5,
"strength_1": 1,
"strength_2": 1,
"tiles": 0
},
"_meta": {
"title": "WanVideo ClipVision Encode"
}
},
"330:343": {
"class_type": "WanVideoLoraSelect",
"inputs": {
"lora": "lightx2v_I2V_14B_480p_cfg_step_distill_rank64_bf16.safetensors",
"low_mem_load": False,
"merge_loras": False,
"prev_lora": None,
"strength": 1
},
"_meta": {
"title": "WanVideo Lora Select"
}
},
"330:344": {
"class_type": "MultiTalkModelLoader",
"inputs": {
"model": "Wan2_1-InfiniTetalk-Single_fp16.safetensors"
},
"_meta": {
"title": "Multi/InfiniteTalk Model Loader"
}
},
"330:345": {
"class_type": "CLIPVisionLoader",
"inputs": {
"clip_name": "clip_vision_h.safetensors"
},
"_meta": {
"title": "Load CLIP Vision"
}
},
"330:346": {
"class_type": "WanVideoModelLoader",
"inputs": {
"attention_mode": "sdpa",
"base_precision": "fp16_fast",
"extra_model": None,
"fantasyportrait_model": None,
"fantasytalking_model": None,
"load_device": "offload_device",
"lora": [
"330:343",
0
],
"model": "wan2.1_i2v_480p_14B_fp16.safetensors",
"multitalk_model": [
"330:344",
0
],
"quantization": "disabled",
"rms_norm_function": "default",
"vram_management_args": None
},
"_meta": {
"title": "WanVideo Model Loader"
}
},
"330:347": {
"class_type": "WanVideoVAELoader",
"inputs": {
"model_name": "Wan2_1_VAE_bf16.safetensors",
"precision": "bf16",
"use_cpu_cache": False,
"verbose": False
},
"_meta": {
"title": "WanVideo VAE Loader"
}
}
})
workflow.set_input("125", "audio", client.assets.from_url("https://cdn.jsdelivr.net/gh/Comfy-Org/workflow_templates@90c71fb78b3726392d010ff62a8e79e92d7296ad/input/wan2_1_infinitetalk_audio.mp3"))
workflow.set_input("284", "image", client.assets.from_url("https://cdn.jsdelivr.net/gh/Comfy-Org/workflow_templates@90c71fb78b3726392d010ff62a8e79e92d7296ad/input/wan2_1_infinitetalk_first_frame.png"))
# run() also passes api_key to the partner nodes in this workflow.
job = client.run(workflow, api_key=api_key)
for output in job.get_outputs("325"):
output.to_file(output.name)