Deterministic identifiers fuel reliable efficient capture of product discovery, purchase and consumption events, which in turn enable more reliable product recommendation, more accurate shopping list generation and in-store navigation. A mobile device, equipped with image and audio detectors, extracts product identifiers from objects, display screens and ambient audio. In conjunction with a cloud-based service, a mobile device application obtains product information and logs product events for extracted identifiers. The cloud service generates recommendations, and mapping for in-store navigation. The detectors also provide reliable and efficient product identification for purchase events, and post shopping product consumption events.

Techniques for authentication of digital recordings are provided. An element of encrypted data is output in a recording environment. The element of encrypted data, embedded in a digital recording comprising at least one of audio data and image data captured in the recording environment, is extracted. A decrypted value is generated based on a private key and the first element of encrypted data, and the first decrypted value and a stored value associated with a first element of the digital recording are compared. The digital recording is authenticated based on the first decrypted value substantially matching the stored value.

Techniques for authentication of digital recordings are provided. An element of encrypted data is output in a recording environment. The element of encrypted data, embedded in a digital recording comprising at least one of audio data and image data captured in the recording environment, is extracted. A decrypted value is generated based on a private key and the first element of encrypted data, and the first decrypted value and a stored value associated with a first element of the digital recording are compared. The digital recording is authenticated based on the first decrypted value substantially matching the stored value.

Performing an operation comprising extracting a first element of encrypted data embedded in a digital recording comprising at least one of audio data and image data captured in a recording environment, generating a first decrypted value, the generating performed by execution of a cryptography algorithm based on a private key and the first element of encrypted data, comparing the first decrypted value and a stored value associated with a first element of the digital recording, and authenticating the digital recording based on the first decrypted value substantially matching the stored value.

Deterministic identifiers fuel reliable efficient capture of product discovery, purchase and consumption events, which in turn enable more reliable product recommendation, more accurate shopping list generation and in-store navigation. A mobile device, equipped with image and audio detectors, extracts product identifiers from objects, display screens and ambient audio. In conjunction with a cloud-based service, a mobile device application obtains product information and logs product events for extracted identifiers. The cloud service generates recommendations, and mapping for in-store navigation. The detectors also provide reliable and efficient product identification for purchase events, and post shopping product consumption events.

Performing an operation comprising extracting a first element of encrypted data embedded in a digital recording comprising at least one of audio data and image data captured in a recording environment, generating a first decrypted value, the generating performed by execution of a cryptography algorithm based on a private key and the first element of encrypted data, comparing the first decrypted value and a stored value associated with a first element of the digital recording, and authenticating the digital recording based on the first decrypted value substantially matching the stored value.

Deterministic identifiers fuel reliable efficient capture of product discovery, purchase and consumption events, which in turn enable more reliable product recommendation, more accurate shopping list generation and in-store navigation. A mobile device, equipped with image and audio detectors, extracts product identifiers from objects, display screens and ambient audio. In conjunction with a cloud-based service, a mobile device application obtains product information and logs product events for extracted identifiers. The cloud service generates recommendations, and mapping for in-store navigation. The detectors also provide reliable and efficient product identification for purchase events, and post shopping product consumption events.

Methods are disclosed for an encoder to embed a data stream into a quantized PCM digital audio signal and for a corresponding decoder to both retrieve the data stream and losslessly reconstruct the exact original audio. Some methods employ complimentary amplification and attenuation, while others employ gain redistribution. Pre-emphasis and soft clipping techniques are described as methods of losslessly reducing the peak excursion of the PCM audio signal. Also described is the lossless placing of data at predetermined positions within an audio stream.

Deterministic identifiers fuel reliable efficient capture of product discovery, purchase and consumption events, which in turn enable more reliable product recommendation, more accurate shopping list generation and in-store navigation. A mobile device, equipped with image and audio detectors, extracts product identifiers from objects, display screens and ambient audio. In conjunction with a cloud-based service, a mobile device application obtains product information and logs product events for extracted identifiers. The cloud service generates recommendations, and mapping for in-store navigation. The detectors also provide reliable and efficient product identification for purchase events, and post shopping product consumption events.