FRONT-END DIFFERENCE CODING FOR DISTRIBUTED SPEECH RECOGNITION

Patent №

US 8,990,076

Granted

2015-03-24

Filed 2012

Owner

AMAZON TECHNOLOGIES, INC.

AI components

1

speech

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13608340

In automated speech recognition (ASR), multiple devices may be employed to perform the ASR in a distributed environment. To reduce bandwidth use in transmitting between devices ASR information is compressed prior to transmission. To counteract fidelity loss that may accompany such compression, two versions of an audio signal are processed by an acoustic front end (AFE), one version is unaltered and one is compressed and decompressed prior to AFE processing. The two versions are compared, and the comparison data is sent to a recipient for further ASR processing. The recipient uses the comparison data and a received version of the compressed audio signal to recreate the post-AFE processing results from the received audio signal. The result is improved ASR results and decreased bandwidth usage between distributed ASR devices.

SpeechG10L 15/02G10L 15/30G10L 19/00

AI classification

Speech1.00
AI hardware0.13
Natural language0.11
Machine learning0.01
Evolutionary computation0.00
Vision0.00
Knowledge representation0.00
Planning0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 289270551

Assignors

STROM, NIKKO

On an employer assignment, the assignors are typically the inventors.

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