Update app.py

Add voice similarity control + improve reference audio processing

Upgrade audio quality: pro mixing chain, better inference params, htdemucs_ft

Fix GPU timeout: increase to 300s, lower default diffusion steps to 10

Fix inference tensor backward error: add torch.no_grad + inference_mode

Fix BigVGAN _from_pretrained compatibility with newer huggingface_hub

Add GPU worker debug logging to diagnose ZeroGPU import errors

Fix missing 'munch' dep + add detailed error wrapper for ZeroGPU

Bundle Seed-VC modules directly in repo for ZeroGPU compatibility

Fix ModuleNotFoundError: clone Seed-VC to app dir instead of /tmp

Replace RVC with Seed-VC for zero-shot voice conversion

Implement real RVC v2 inference pipeline with HuBERT + FAISS + generator

Convert pretrained checkpoint to RVC inference format for proper voice conversion

Fix: monkey-patch gradio_client get_type for bool schema crash on Gradio 5.12.0

Import all @spaces.GPU functions at top level for ZeroGPU detection

Fix Gradio 5 compatibility: update gr.update() and let HF manage gradio version

Remove show_api=False which breaks Gradio 5 + ZeroGPU API detection

Upgrade to Gradio 5.12.0 for proper ZeroGPU authentication

Remove @spaces.GPU from separation and inference for CPU fallback

Rewrite inference with fallback: try Applio, then pitch-shift + FAISS

Skip HiFi-GAN training entirely, use pre-trained model + FAISS index

Better error messages + reduce segments to 40 for GPU time limit

Restore full quality params now that GPU is available

Reduce all @spaces.GPU durations to 60s (ZeroGPU max limit)

Import @spaces.GPU functions at top level for ZeroGPU detection

Skip HiFi-GAN training on CPU, use pre-trained model + FAISS index

Optimize training for CPU: limit slices, reduce batch size and epochs

Fix 'context has already been set' multiprocessing error

Replace Applio preprocess subprocess with custom implementation

Search for sliced audio recursively and show directory tree in errors

Add detailed logging to preprocessing to debug missing audio slices

Add wget dependency required by Applio's rvc.lib.utils

Pin starlette<0.38.0 to fix TemplateResponse API incompatibility

Patch jinja2 LRUCache to handle unhashable keys from gradio 4.44.0

Fix gradio 4.44.0 crash: catch TypeError instead of modifying schema dicts

Fix gradio 4.44.0 crashes: replace Dataframe with HTML + better patch

Monkey-patch gradio_client bug for additionalProperties bool

Fix gradio crash: add show_api=False and pin gradio_client 1.3.0

Fix gradio compatibility: upgrade to 4.44.1+ and set server_name

Merge branch 'main' of https://huggingface.co/spaces/diamesene02/clone-vocal-rvc

initial commit

Initial commit: Clone Vocal RVC - web voice cloning tool