The Pytorch implementation of sound classification supports EcapaTdnn, PANNS, TDNN, Res2Net, ResNetSE and other models, as well as a variety of preprocessing methods.
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Dec 17, 2025 - Python
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panns
Here are 11 public repositories matching this topic...
基于PaddlePaddle实现的音频分类，支持EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE等各种模型，还有多种预处理方法
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Dec 17, 2025 - Python
An offline AI-powered video analysis tool with object detection (YOLO), image captioning (BLIP), speech transcription (Whisper), audio event detection (PANNs), and AI-generated summaries (LLMs via Ollama). It ensures privacy and offline use with a user-friendly GUI.
gui privacy yolo image-captioning object-detection whisper offline-processing speech-transcription llm whisper-ai blip2 ollama panns image-captioning-ai ollama-api yolo11 ai-video-analysis audio-event-detection llm-summarization
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Jun 14, 2026 - Python
My music tech thesis prototype as well as recent class project
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May 3, 2024 - Jupyter Notebook
Local ONNX PANNs audio tagging for REAPER with ReaPack install, first-run model download, and compact in-DAW reports.
lua audio-analysis reaper reascript coreml sound-design onnx audio-tagging game-audio cnn14 directml panns reaimgui
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Jun 26, 2026 - Lua
Privacy‑preserving VAD benchmark on domestic audio (CHiME‑Home): 8 models, accuracy vs efficiency.
benchmark privacy real-time webrtc cnn transformer vad whisper audio-processing f1-score voice-activity-detection privacy-preserving roc-auc edge-ai silero-vad passt panns
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Apr 22, 2026 - Python
Shazam, but for car engines — identify cars by their exhaust note. End-to-end pipeline: data, auto-labeling, contrastive training, inference.
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May 28, 2026 - Python
Comparison of embedding-based models for electric guitar tone discrimination
deep-learning embeddings music-information-retrieval confusion-matrix t-sne accuracy-metrics mert embeddings-similarity electric-guitar panns t-sne-visualization panns-inference
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Jul 13, 2026 - Jupyter Notebook
Poor Man's Splice
python machine-learning daw embeddings music-information-retrieval reaper audio-classification semantic-search clap music-production reascript sample-library panns
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Jul 5, 2026 - Python
Full-stack sample app that tags audio locally with PANNs — 527 AudioSet labels plus a 2048-dim embedding per clip — and stores every clip, tag, and dataset manifest in Backblaze B2 over the S3-compatible API. Next.js 16 + FastAPI, CPU by default.
python machine-learning nextjs pytorch sample-app embeddings audio-classification backblaze-b2 cloudstorage audioset audio-tagging fastapi s3-compatible panns b2-labs
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Aug 17, 2026 - TypeScript
Echolyx AI is an industrial predictive-maintenance MVP that uses audio-based machine learning to detect developing fan faults before failure. It uses PANNs CNN14 transfer learning to classify fan recordings as Normal or Faulty, with a Gradio interface for audio upload/microphone inference.
machine-learning deep-learning pytorch transfer-learning audio-classification gradio industrial-ai industrial-iot computer-audio cnn14 panns audio-anomaly-detection
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Aug 13, 2026 - Python
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