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<div class="grid cards" markdown>
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- :speaking_head:{ .lg .middle } __Audio Input/Output with mini-omni2__
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---
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Build a GPT-4o like experience with mini-omni2, an audio-native LLM.
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/mini-omni2-webrtc)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/mini-omni2-webrtc/blob/main/app.py)
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- :speaking_head:{ .lg .middle } __Talk to Claude__
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---
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Use the Anthropic and Play.Ht APIs to have an audio conversation with Claude
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-claude)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-claude/blob/main/app.py)
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- :speaking_head:{ .lg .middle } __Talk to Llama 3.2 3b__
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---
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Use the Lepton API to make Llama 3.2 talk back to you!
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/llama-3.2-3b-voice-webrtc)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/llama-3.2-3b-voice-webrtc/blob/main/app.py)
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- :speaking_head:{ .lg .middle } __Talk to Ultravox__
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---
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Talk to Fixie.AI's audio-native Ultravox LLM with the transformers library.
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-ultravox)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-ultravox/blob/main/app.py)
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- :robot:{ .lg .middle } __Talk to Qwen2-Audio__
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---
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Qwen2-Audio is a SOTA audio-to-text LLM developed by Alibaba.
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/talk-to-qwen-webrtc)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/talk-to-qwen-webrtc/blob/main/app.py)
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- :camera:{ .lg .middle } __Yolov10 Object Detection__
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---
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Run the Yolov10 model on a user webcam stream in real time!
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/webrtc-yolov10n)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/webrtc-yolov10n/blob/main/app.py)
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- :camera:{ .lg .middle } __Video Object Detection with RT-DETR__
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---
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Upload a video and stream out frames with detected objects (powered by RT-DETR) model.
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/rt-detr-object-detection-webrtc)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/rt-detr-object-detection-webrtc/blob/main/app.py)
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- :speaker:{ .lg .middle } __Text-to-Speech with Parler__
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---
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Stream out audio generated by Parler TTS!
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[:octicons-arrow-right-24: Demo](https://huggingface.co/spaces/freddyaboulton/parler-tts-streaming-webrtc)
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[:octicons-code-16: Code](https://huggingface.co/spaces/freddyaboulton/parler-tts-streaming-webrtc/blob/main/app.py)
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</div>
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