🎉 Upload Titan Medium 32k ckpts. Thanks ❤️ UnitedShoes

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README.md

@@ -1,185 +1,186 @@
----
-license: apache-2.0
-language:
-  - en
-tags:
-  - ai
-  - rvc
-  - vc
-  - voice-cloning
-  - applio
-  - titan
-  - pretrained
-datasets:
-  - blaise-tk/TITAN-Medium
-pipeline_tag: audio-to-audio
----
-
-# TITAN: A Versatile, Robust, and High-Quality Pretrained Model for Retrieval-based Voice Conversion (RVC) Training
-
-## Overview
-
-TITAN is a state-of-the-art pretrained model designed for Retrieval-based Voice Conversion (https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/) training. It offers a robust solution for transforming voice characteristics from one speaker to another, providing high-quality results with minimal training effort.
-
-## Model Details
-
-### Titan-Medium
-
-- Training Environment: Utilized a RTX 3060 TI on Applio v3.1.1 (https://github.com/IAHispano/Applio), employing a batch size of 8 over a span of 3 weeks.
-- Iterations: 1010588 Steps and 467 Epochs
-- Sampling rate: 40k, 32k (still training)
-- Fine-tuning Process: RVC v2 pretrained with pitch guidance, leveraging an 11.15-hour dataset sourced from Expresso (https://arxiv.org/abs/2308.05725) also available on [datasets/blaise-tk/TITAN-Medium](https://huggingface.co/datasets/blaise-tk/TITAN-Medium).
-
-#### Samples
-*Tests performed with a premature ckpt at ~700k steps doing all tests under the same conditions.*
-
-<table style="width:100%; text-align:center;">
-  <tr>
-    <th>Titan-Medium</th>
-    <th>Ov2</th>
-    <th>Ov2.1</th>
-  </tr>
-    <tr>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 1 - Titan.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 1 - Ov2.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-  </tr>
-  
-  </tr>
-    <tr>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 2 - Titan.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 2 - Ov2.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-  </tr>
-
-  <tr>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 1 - Titan.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 1 - Ov2.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-  
-  </tr>
-    <tr>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 2 - Titan.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 2 - Ov2.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-  </tr>
-
-  </tr>
-    <tr>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 1 - Titan.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 1 - Ov2.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-        <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 1 - Ov2.1.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-  </tr>
-
-  </tr>
-    <tr>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 2 - Titan.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-    <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 2 - Ov2.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-        <td>
-      <audio controls>
-        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 2 - Ov2.1.wav?download=true" type="audio/wav">
-        Your browser does not support the audio element.
-      </audio>
-    </td>
-  </tr>
-
-</table>
-
-### Titan-Large
-
-- Details forthcoming...
-
-## Collaborators
-
-We appreciate the contributions of our collaborators who have helped in the development and refinement of TITAN.
-
-- Mustar
-- SimplCup
-- UnitedShoes
-
-## Beta Testers
-
-We extend our gratitude to the beta testers who provided valuable feedback during the testing phase of TITAN.
-
-- SimplCup
-- Leo_Frixi
-- Light
-- SCRFilms
-- Ryanz
-- Litsa_the_dancer
-
-## Citation
-
-Should you find TITAN beneficial for your research endeavors or projects, we kindly request citing our repository:
-
-```
-@article{titan,
-  title={TITAN: A Versatile, Robust, and High-Quality Pretrained Model for Retrieval-based Voice Conversion (RVC) Training},
-  author={Blaise},
-  journal={Hugging Face},
-  year={2024},
-  publisher={Blaise},
-  url={https://huggingface.co/blaise-tk/TITAN/}
-}
-```
+---
+license: apache-2.0
+language:
+  - en
+tags:
+  - ai
+  - rvc
+  - vc
+  - voice-cloning
+  - applio
+  - titan
+  - pretrained
+datasets:
+  - blaise-tk/TITAN-Medium
+pipeline_tag: audio-to-audio
+---
+
+# TITAN: A Versatile, Robust, and High-Quality Pretrained Model for Retrieval-based Voice Conversion (RVC) Training
+
+## Overview
+
+TITAN is a state-of-the-art pretrained model designed for Retrieval-based Voice Conversion (https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/) training. It offers a robust solution for transforming voice characteristics from one speaker to another, providing high-quality results with minimal training effort.
+
+## Model Details
+
+### Titan-Medium
+
+- Training Environment: Utilized a RTX 3060 TI on Applio v3.1.1 (https://github.com/IAHispano/Applio), employing a batch size of 8 over a span of 3 weeks.
+- Iterations (40k): 1010588 Steps and 467 Epochs
+- Iterations (32k): 1001469 Steps and 463 Epochs
+- Sampling rate: 48k (still training), 40k, 32k
+- Fine-tuning Process: RVC v2 pretrained with pitch guidance, leveraging an 11.15-hour dataset sourced from Expresso (https://arxiv.org/abs/2308.05725) also available on [datasets/blaise-tk/TITAN-Medium](https://huggingface.co/datasets/blaise-tk/TITAN-Medium).
+
+#### Samples
+*Tests performed with a premature ckpt at ~700k steps doing all tests under the same conditions.*
+
+<table style="width:100%; text-align:center;">
+  <tr>
+    <th>Titan-Medium</th>
+    <th>Ov2</th>
+    <th>Ov2.1</th>
+  </tr>
+    <tr>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 1 - Titan.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 1 - Ov2.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+  </tr>
+  
+  </tr>
+    <tr>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 2 - Titan.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 1 - Test 2 - Ov2.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+  </tr>
+
+  <tr>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 1 - Titan.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 1 - Ov2.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+  
+  </tr>
+    <tr>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 2 - Titan.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 2 - Test 2 - Ov2.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+  </tr>
+
+  </tr>
+    <tr>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 1 - Titan.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 1 - Ov2.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+        <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 1 - Ov2.1.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+  </tr>
+
+  </tr>
+    <tr>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 2 - Titan.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+    <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 2 - Ov2.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+        <td>
+      <audio controls>
+        <source src="https://huggingface.co/blaise-tk/TITAN/resolve/main/demos/Model 3 - Test 2 - Ov2.1.wav?download=true" type="audio/wav">
+        Your browser does not support the audio element.
+      </audio>
+    </td>
+  </tr>
+
+</table>
+
+### Titan-Large
+
+- Details forthcoming...
+
+## Collaborators
+
+We appreciate the contributions of our collaborators who have helped in the development and refinement of TITAN.
+
+- Mustar
+- SimplCup
+- UnitedShoes
+
+## Beta Testers
+
+We extend our gratitude to the beta testers who provided valuable feedback during the testing phase of TITAN.
+
+- SimplCup
+- Leo_Frixi
+- Light
+- SCRFilms
+- Ryanz
+- Litsa_the_dancer
+
+## Citation
+
+Should you find TITAN beneficial for your research endeavors or projects, we kindly request citing our repository:
+
+```
+@article{titan,
+  title={TITAN: A Versatile, Robust, and High-Quality Pretrained Model for Retrieval-based Voice Conversion (RVC) Training},
+  author={Blaise},
+  journal={Hugging Face},
+  year={2024},
+  publisher={Blaise},
+  url={https://huggingface.co/blaise-tk/TITAN/}
+}
+```

models/medium/32k/model/added_IVF256_Flat_nprobe_1_v2.index

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