{"type": "article", "title": "EchoTrail: The Invisible Bird Guide — Offline On-Device Bird Song Classifier for the Trail", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/echotrail-the-invisible-bird-guide-offline-on-device-bird-song-classifier-for", "original_source": "https://dev.to/dev-saurabh-k/echotrail-the-invisible-bird-guide-offline-on-device-bird-song-classifier-for-the-trail-5606", "published": "2026-10-09T20:46:46+00:00", "accessed": "2026-10-09", "id": "echotrail-the-invisible-bird-guide-offline-on-device-bird-song-classifier-for"}