Dynamic latency estimation for audio streams
Systems and methods for packet dynamic latency estimation for audio streams may include, for example, capturing a first audio signal using a microphone of a computing device; receiving a second audio signal at the computing device via wireless communications from an access point; determining a set of estimates of a delay of the first audio signal relative to the second audio signal based on a cross-correlation at respective analysis steps within the first audio signal and the second audio signal; determining an average delay and a confidence interval for the set of estimates of the delay; comparing the confidence interval to a threshold duration; and, responsive to the confidence interval being less than the threshold duration, playing, using a speaker controlled by the computing device, an audio signal received from the access point with an added delay determined based on the average delay.
1 . A system comprising:
a microphone;
a speaker;
a network interface;
a memory; and
a processor, wherein the memory includes instructions executable by the processor to cause the system to:
capture a first audio signal using the microphone;
receive, using the network interface, a second audio signal via wireless communications from an access point;
determine a set of estimates of a delay of the first audio signal relative to the second audio signal based on a cross-correlation at respective analysis steps within the first audio signal and the second audio signal, including:
receiving, using the network interface, a delay parameter via the wireless communications from the access point and selecting, based on the delay parameter, a range of phase shifts to search using cross-correlation to determine the set of estimates of the delay; or
determine an average delay and a confidence interval for the set of estimates of the delay;
compare the confidence interval to a threshold duration; and
responsive to the confidence interval being less than the threshold duration, play, using the speaker, an audio signal received from the access point with an added delay determined based on the average delay.
2 . The system of claim 1 , in which the confidence interval is a 90% confidence interval and the threshold duration is 20 milliseconds.
3 . The system of claim 1 , in which the respective analysis steps have overlapping analysis windows.
4 . The system of claim 3 , in which the respective analysis steps have analysis windows that overlap by half with adjacent analysis steps.
5 . A method comprising:
capturing a first audio signal using a microphone of a computing device;
receiving a second audio signal at the computing device via wireless communications from an access point;
determining a set of estimates of a delay of the first audio signal relative to the second audio signal based on a cross-correlation at respective analysis steps within the first audio signal and the second audio signal, including:
receiving, using the network interface, a delay parameter via the wireless communications from the access point and selecting, based on the delay parameter, a range of phase shifts to search using cross-correlation to determine the set of estimates of the delay;
determining an average delay and a confidence interval for the set of estimates of the delay;
comparing the confidence interval to a threshold duration; and
responsive to the confidence interval being less than the threshold duration, playing, using a speaker controlled by the computing device, an audio signal received from the access point with an added delay determined based on the average delay.
6 . The method of claim 5 , in which the confidence interval is a 90% confidence interval and the threshold duration is 20 milliseconds.
7 . The method of claim 5 , in which the respective analysis steps have overlapping analysis windows.
8 . The method of claim 7 , in which the respective analysis steps have analysis windows that overlap by half with adjacent analysis steps.
9 . A non-transitory computer-readable storage medium provided that includes executable instructions that, when executed by a processor, facilitate performance of operations, including:
capturing a first audio signal using a microphone of a computing device;
receiving a second audio signal at the computing device via wireless communications from an access point;
determining a set of estimates of a delay of the first audio signal relative to the second audio signal based on a cross-correlation at respective analysis steps within the first audio signal and the second audio signal, including:
receiving, using the network interface, a delay parameter via the wireless communications from the access point and selecting, based on the delay parameter, a range of phase shifts to search using cross-correlation to determine the set of estimates of the delay;
determining an average delay and a confidence interval for the set of estimates of the delay;
comparing the confidence interval to a threshold duration; and
responsive to the confidence interval being less than the threshold duration, playing, using a speaker controlled by the computing device, an audio signal received from the access point with an added delay determined based on the average delay.
10 . The non-transitory computer-readable storage medium of claim 9 , in which the confidence interval is a 90% confidence interval and the threshold duration is 20 milliseconds.
11 . The non-transitory computer-readable storage medium of claim 9 , in which the respective analysis steps have overlapping analysis windows.
12 . The system of claim 1 , wherein the delay parameter is a maximum delay parameter or a minimum delay parameter.
13 . The system of claim 1 , wherein the delay parameter is based upon a distance estimate for the access point that is determined using a timestamp received from the access point.
14 . The method of claim 5 , wherein the delay parameter is a maximum delay parameter or a minimum delay parameter.
15 . The method of claim 5 , wherein the delay parameter is based upon a distance estimate for the access point that is determined using a timestamp received from the access point.
16 . The non-transitory computer-readable storage medium of claim 9 , wherein the delay parameter is a maximum delay parameter or a minimum delay parameter.
17 . The non-transitory computer-readable storage medium of claim 9 , wherein the delay parameter is based upon a distance estimate for the access point that is determined using a timestamp received from the access point.