docs: add inline audio players for samples

README.md

@@ -8,40 +8,45 @@ tags:
   - ax650
   - npu
   - onnx
-datasets:
-  - custom
 pipeline_tag: text-to-speech
 ---
 
 # Inflect-Micro-v2 for AX650 NPU
 
-High-quality English TTS (VITS architecture) optimized for AX650 NPU3.
+High-quality English TTS (VITS architecture) optimized for **AX650 NPU3**, running entirely on-chip with zero PyTorch dependency at inference time.
 
-- **Encoder+Decoder**: AX650 NPU (axmodel, U16 precision)
-- **Duration Predictor**: ONNX (onnxruntime)
-- **Embedding**: NumPy lookup table
-- **Zero PyTorch dependency** at inference time
+- **Encoder + Decoder**: AX650 NPU (AXMODEL, U16 precision)
+- **Duration Predictor**: ONNX Runtime (onnxruntime)
+- **Embedding**: NumPy lookup
+- **Real-time Factor**: ~0.05x (20× faster than real-time)
 
-## Audio Samples
+## 🎧 Audio Samples
 
-All samples generated on AX650 NPU, 24kHz:
+*All samples generated on AX650 NPU, 24kHz.*
 
-| Sample | Text | Duration | RTF |
-|--------|------|----------|-----|
-| [en_hello.wav](samples/en_hello.wav) | "Hello and welcome to Inflect Micro V2 text to speech." | 3.6s | 0.05x |
-| [en_weather.wav](samples/en_weather.wav) | "The weather today is sunny with a gentle breeze." | 2.6s | 0.06x |
-| [en_story.wav](samples/en_story.wav) | "Once upon a time, there lived a curious robot who loved to sing." | 3.9s | 0.05x |
-| [en_tech.wav](samples/en_tech.wav) | "Neural voice synthesis is the next frontier of artificial intelligence." | 4.1s | 0.04x |
-| [en_intro.wav](samples/en_intro.wav) | "This audio was generated entirely on the AX650 NPU chip." | 4.7s | 0.04x |
+**"Hello and welcome to Inflect Micro V2 text to speech."** (3.6s, RTF 0.05x)
+<audio controls src="https://huggingface.co/AXERA-TECH/inflect_micro_v2/resolve/main/samples/en_hello.wav"></audio>
 
-## Quick Start
+**"The weather today is sunny with a gentle breeze."** (2.6s, RTF 0.06x)
+<audio controls src="https://huggingface.co/AXERA-TECH/inflect_micro_v2/resolve/main/samples/en_weather.wav"></audio>
+
+**"Once upon a time, there lived a curious robot who loved to sing."** (3.9s, RTF 0.05x)
+<audio controls src="https://huggingface.co/AXERA-TECH/inflect_micro_v2/resolve/main/samples/en_story.wav"></audio>
+
+**"Neural voice synthesis is the next frontier of artificial intelligence."** (4.1s, RTF 0.04x)
+<audio controls src="https://huggingface.co/AXERA-TECH/inflect_micro_v2/resolve/main/samples/en_tech.wav"></audio>
+
+**"This audio was generated entirely on the AX650 NPU chip."** (4.7s, RTF 0.04x)
+<audio controls src="https://huggingface.co/AXERA-TECH/inflect_micro_v2/resolve/main/samples/en_intro.wav"></audio>
+
+## 🚀 Quick Start
 
 ```bash
 bash setup.sh
 bash run.sh "Hello world." output.wav
 ```
 
-## API
+## 📡 API
 
 ```bash
 # CLI
@@ -51,8 +56,10 @@ python -m inflect_tts_sdk --text "Hello" --output out.wav
 python -m inflect_tts_sdk.server --port 8000
 ```
 
-## File Structure
+## 📁 File Structure
 
-- `models/` — axmodel, dp.onnx, emb.npy
-- `python/inflect_tts_sdk/` — Python SDK
+- `models/` — AXMODEL, dp.onnx, emb.npy
+- `python/inflect_tts_sdk/` — Python SDK (CLI + OpenAI Server)
+- `cpp/inflect_tts_sdk/` — C++ SDK (CLI + Server)
 - `samples/` — audio samples
+