camenduru/metavoice 📝🖼️ → 🖼️

▶️ 13.4K runs 📅 Feb 2024 ⚙️ Cog 0.9.0-beta11 🔗 GitHub ⚖️ License

audio audio-synthesis speech-generation text-to-speech

About

MetaVoice-1B: 1.2B parameter base model trained on 100K hours of speech

Example Output

Output

Performance Metrics

70.60s Prediction Time

290.26s Total Time

All Input Parameters

{
  "text": "This is a demo of text to speech by MetaVoice-1B, an open-source foundational audio model by MetaVoice.",
  "input_audio": "https://replicate.delivery/pbxt/KMZ6fyOMKrtwERmDWAJnd5KRy39a86dgloX7SYP5dVTnQXjv/jacob.wav"
}

Input Parameters

text Type: stringDefault: This is a demo of text to speech by MetaVoice-1B, an open-source foundational audio model by MetaVoice.
input_audio (required) Type: string: Input Image

Output Schema

Output

Type: string • Format: uri

Example Execution Logs

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getting cached speaker ref files: 100%|██████████| 1/1 [00:00<00:00, 23431.87it/s]
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calculating speaker embeddings: 100%|██████████| 1/1 [00:00<00:00, 77.62it/s]
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WARNING: Number of tokens at each hierarchy must be of the same length!
Truncating to min length of 535 tokens from 536 max.
[535, 536]
Text: This is a demo of text to speech by MetaVoice-1B, an open-source foundational audio model by MetaVoice.
non-causal batching:   0%|          | 0/1 [00:00<?, ?it/s]
non-causal batching: 100%|██████████| 1/1 [00:00<00:00, 178.65it/s]
Text: This is a demo of text to speech by MetaVoice-1B, an open-source foundational audio model by MetaVoice.
Saved audio to /content/metavoice-src/samples/synth_This_is_a_demo_of_text_to_33dc6b0c-aefe-4bce-ae3f-d9fb0118e626.wav
2024-02-07 16:03:52 | INFO     | DF | Loading model settings of DeepFilterNet3
2024-02-07 16:03:52 | INFO     | DF | Using DeepFilterNet3 model at /root/.cache/DeepFilterNet/DeepFilterNet3
2024-02-07 16:03:52 | INFO     | DF | Initializing model `deepfilternet3`
2024-02-07 16:03:52 | INFO     | DF | Found checkpoint /root/.cache/DeepFilterNet/DeepFilterNet3/checkpoints/model_120.ckpt.best with epoch 120
2024-02-07 16:03:52 | INFO     | DF | Running on device cuda:0
2024-02-07 16:03:52 | INFO     | DF | Model loaded
/usr/local/lib/python3.10/site-packages/torchaudio/functional/functional.py:1371: UserWarning: "sinc_interpolation" resampling method name is being deprecated and replaced by "sinc_interp_hann" in the next release. The default behavior remains unchanged.
warnings.warn(
copying enhanced file from /tmp/tmpee_vnj7o.wav to /content/metavoice-src/samples/synth_This_is_a_demo_of_text_to_33dc6b0c-aefe-4bce-ae3f-d9fb0118e626.wav.

Version Details

Version ID: 713109ece68b60131018e86585221826650aba6d11ffd4e314f50c7598014358
Version Created: February 7, 2024

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