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@@ -60,23 +60,25 @@
- [x] Fastapi server and client - [x] Fastapi server and client
## Evaluation ## Evaluation
| Model | Model Size | CER (%) ↓ (test-zh) | WER (%) ↓ (test-en) | CER (%) ↓ (test-hard) |
|-------|------------|---------------------|---------------------|-----------------------| | Model | Open-Source | Model Size | test-zh<br>CER (%) ↓ | test-zh<br>Speaker Similarity (%) ↑ | test-en<br>WER (%) ↓ | test-en<br>Speaker Similarity (%) ↑ | test-hard<br>CER (%) ↓ | test-hard<br>Speaker Similarity (%) |
| Human | - | 1.26 | 2.14 | - | | :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: |
| Seed-TTS | - | 1.12 | 2.25 | 7.59 | | Human | - | - | 1.26 | 75.5 | 2.14 | 73.4 | - | - |
| MiniMax-Speech | - | 0.83 | 1.65 | - | | Seed-TTS | ❌ | - | 1.12 | 79.6 | 2.25 | 76.2 | 7.59 | 77.6 |
| F5-TTS | 0.3B | 1.52 | 2.00 | 8.67 | | MiniMax-Speech | ❌ | - | 0.83 | 78.3 | 1.65 | 69.2 | - | - |
| SparkTTS | 0.5B | 1.20 | 1.98 | - | | F5-TTS | ✅ | 0.3B | 1.52 | 74.1 | 2.00 | 64.7 | 8.67 | 71.3 |
| CosyVoice2 | 0.5B | 1.45 | 2.57 | 6.83 | | Spark TTS | ✅ | 0.5B | 1.2 | 66.0 | 1.98 | 57.3 | - | - |
| FireRedTTS-2 | 1.5B | 1.14 | 1.95 | - | | CosyVoice2 | ✅ | 0.5B | 1.45 | 75.7 | 2.57 | 65.9 | 6.83 | 72.4 |
| IndexTTS2 | 1.5B | 1.01 | 1.52 | 7.12 | | FireRedTTS 2 | ✅ | 1.5B | 1.14 | 73.2 | 1.95 | 66.5 | - | - |
| VibeVoice | 1.5B | 1.16 | 3.04 | - | | Index-TTS2 | ✅ | 1.5B | 1.03 | 76.5 | 2.23 | 70.6 | 7.12 | 75.5 |
| HiggsAudio-v2 | 3B | 1.50 | 2.44 | - | | VibeVoice-1.5B | ✅ | 1.5B | 1.16 | 74.4 | 3.04 | 68.9 | - | - |
| VoxPCM | 0.5B | 0.93 | 1.85 | 8.87 | | VibeVoice-Realtime | ✅ | 0.5B | - | - | 2.05 | 63.3 | - | - |
| GLM-TTS | 1.5B | 1.03 | - | - | | HiggsAudio-v2 | ✅ | 3B | 1.50 | 74.0 | 2.44 | 67.7 | - | - |
| GLM-TTS_RL | 1.5B | 0.89 | - | - | | VoxCPM | ✅ | 0.5B | 0.93 | 77.2 | 1.85 | 72.9 | 8.87 | 73.0 |
| Fun-CosyVoice3-0.5B-2512 | 0.5B | 1.21 | 2.24 | 6.71 | | GLM-TTS | ✅ | 1.5B | 1.03 | 76.1 | - | - | - | - |
| Fun-CosyVoice3-0.5B-2512_RL | 0.5B | 0.81 | 1.68 | 5.44 | | GLM-TTS RL | ✅ | 1.5B | 0.89 | 76.4 | - | - | - | - |
| Fun-CosyVoice3-0.5B | ✅ | 0.5B | 1.21 | 78.0 | 2.24 | 71.8 | 6.71 | 75.8 |
| Fun-CosyVoice3-0.5B-2512 | ✅ | 0.5B | 0.81 | 77.4 | 1.68 | 69.5 | 5.44 | 75.0 |
## Install ## Install