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Astra is an AI model capable of identifying sounds from mel spectrograms using zero-shot learning, with potential for further exploration.
The NTSB temporarily removed public access to its docket system after AI tools were used to reconstruct cockpit audio from a UPS plane crash, recreating the voices of deceased pilots from a spectrogram and transcript.
Interactive deep-dive explaining how Shazam uses FFT-derived spectrograms and audio fingerprinting to identify songs in seconds.