The latest articles on DEV Community by Ryan Winston (@ryanwinston_134). https://dev.to/ryanwinston_134 https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3993432%2F59c57648-59f1-47c9-9199-21947e93a896.png https://dev.to/ryanwinston_134 en Ryan Winston Sat, 20 Jun 2026 02:21:05 +0000 https://dev.to/ryanwinston_134/building-a-voice-ai-platform-with-28-modules-in-python-4hbm https://dev.to/ryanwinston_134/building-a-voice-ai-platform-with-28-modules-in-python-4hbm <h2> What I Built </h2> <p>Omni-VRAM is an open-source voice AI platform with 28 modules.</p> <p>GitHub: <a href="https://github.com/Liangchenxu/Omni-VRAM" rel="noopener noreferrer">https://github.com/Liangchenxu/Omni-VRAM</a></p> <h2> Features </h2> <ul> <li> <strong>Speech Recognition</strong>: Whisper with 5 backends (faster-whisper, whisper.cpp, ONNX, TensorRT, OpenAI API)</li> <li> <strong>Real-time Streaming</strong>: &lt;200ms latency</li> <li> <strong>Speaker Diarization</strong>: Who spoke when</li> <li> <strong>Emotion Recognition</strong>: 6 emotions</li> <li> <strong>TTS Synthesis</strong>: Edge-TTS + pyttsx3</li> <li> <strong>Chinese Processing</strong>: Punctuation, tokenization, dialects</li> <li> <strong>Meeting Assistant</strong>: Auto summarization with LLM</li> <li> <strong>APIs</strong>: REST, WebSocket, gRPC</li> <li> <strong>Docker</strong>: GPU and CPU support</li> </ul> <h2> Tech Stack </h2> <p>Python, PyTorch, CUDA, FastAPI, Whisper</p> <h2> Installation </h2> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code> bash pip install omni-vram </code></pre> </div> ai nlp python showdev