Parallel signal processing system and method
View Patent ↗A system and method for processing a plurality of channels, for example audio channels, in parallel is provided. For example, a plurality of telephony channels are processed in order to detect and respond to call progress tones. The channels may be processed according to a common transform algorithm. Advantageously, a massively parallel architecture is employed, in which operations on many channels are synchronized, to achieve a high efficiency parallel processing environment. The parallel processor may be situated on a data bus, separate from a main general-purpose processor, or integrated with the processor in a common board or integrated device. All, or a portion of a speech processing algorithm may also be performed in a massively parallel manner.
1. A method for processing signals, comprising:
(a) receiving data representing a time slice of a stream of time-sequential information for each of a plurality of streams of time-sequential information;
(b) automatically performing at least one transform process on the received time slice of the stream of time-sequential information for each of the plurality of streams of time-sequential information, to produce transformed data, with at least one single-instruction, multiple-data type parallel processor having a plurality of processing cores concurrently executing the same at least one transform process for each respective stream of time-sequential information, under a common set of instructions;
(c) making at least one decision based on the transformed data of each time slice, with at least one single-instruction, multiple-data type parallel processor having a plurality of processing cores concurrently executing the same at least one transform process for each respective stream of time-sequential information, under a common set of instructions; and
(d) communicating information representing the decision through a digital communication interface.
2. The method according to claim 1 , wherein each stream of time-sequential information comprises audio information, and the decision is dependent on audio information within the respective stream of time-sequential information.
3. The method according to claim 1 , wherein the at least one transform comprises a speech recognition primitive.
4. The method according to claim 1 , wherein the decision is made based on information in a single stream of time-sequential information, independent of information contained in the other streams of time-sequential information.
5. The method according to claim 1 , wherein the decision is made by a respective processing core of the at least one single-instruction, multiple-data type parallel processor having a plurality of processing cores for each respective time slice dependent solely on information in that respective time slice.
6. The method according to claim 1 , wherein the at least one transform process is selected from the group consisting of a time-to-frequency domain transform algorithm, a wavelet domain transform algorithm, and a Goertzel filter algorithm.
7. The method according to claim 1 , wherein the decision is made by the at least one single-instruction, multiple-data type parallel processor and represents a determination whether an in-band signal is present in a respective time slice.
8. The method according to claim 1 , wherein the plurality of streams of time-sequential information comprise a plurality of different streams of time-sequential information, each different stream of time-sequential information comprising a stream of audio information which is processed in parallel by the at least one single-instruction, multiple-data type parallel processor, and the decision is made based on the at least one transform process in parallel by the at least one single-instruction, multiple-data type parallel processor having the plurality of processing cores executing concurrently under the common set of instructions.
9. The method according to claim 8 , the common set of instructions controls the at least one single-instruction, multiple-data type parallel processor to perform at least a portion of a speech recognition process.
10. The method according to claim 1 , wherein the common set of instructions comprises program instructions to perform a telephony task.
11. The method according to claim 1 , wherein the at least one transform process comprises a Fourier transform.
12. The method according to claim 1 , wherein the at least one single-instruction, multiple-data type parallel processor comprises a multiprocessor having a common instruction decode unit for the plurality of processing cores, each processing core having a respective arithmetic logic unit, all arithmetic logic units within a respective multiprocessor being adapted to concurrently execute the instructions of the instruction sequence on the time slices of the plurality of streams of time-sequential information representing a plurality of digitized real-time analog channels.
13. A non-transitory computer readable medium storing instructions for controlling a programmable processor to perform a method, comprising:
(a) instructions for receiving data representing a plurality of respective time slices of a plurality of parallel streams of time-sequential information;
(b) a common set of transform instructions for concurrently performing at least one transform process on the received plurality of respective time slices of the plurality of parallel streams of time-sequential information in parallel to produce respective transformed data for each respective time slice, with at least one single-instruction, multiple-data type parallel processor having a plurality of processing cores executing concurrently under the common set of transform instructions;
(c) a common set of decisional instructions for concurrently making at least one decision based on the transformed data, with the at least one single-instruction, multiple-data type parallel processor having the plurality of processing cores executing concurrently under the common set of decisional instructions; and
(d) instructions for communicating information representing the decision through a digital communication interface.
14. The non-transitory computer readable medium according to claim 13 , wherein the instructions for making the at least one decision based on the at least one transform process comprise a common set of decision instructions for the at least one single-instruction, multiple-data type parallel processor for concurrently making the at least one decision on the respective time slices of the plurality of parallel streams of time-sequential information in parallel under the common set of decision instructions.
15. A system for processing streams of information, comprising:
(a) an input port configured to receive data representing a plurality of time slices of a plurality of streams of time-sequential information;
(b) at least one single-instruction, multiple-data type parallel processor having a plurality of processing cores synchronized to concurrently execute the same instruction, configured to:
perform a transform process on the plurality of time slices to produce transformed data, the transform process being performed by concurrent execution of a common set of transform instructions on the plurality of processing cores; and
make at least one decision based on the transformed data of the plurality of time slices, the decision being made by concurrent execution of a common set of decision instructions on the plurality of processing cores; and
(c) an output port configured to communicate information representing the decision through a digital communication interface.
16. The system according to claim 15 , wherein:
the plurality of streams of time sequential information comprise signals digitized at a sampling rate, and the decision is dependent on values of the signals digitized at the sampling rate.
17. The system according to claim 16 , wherein the plurality of streams of time-sequential information comprise a plurality of audio streams, and the at least one decision comprises a determination of whether an in-band audio signal is present in a respective time slice of a respective stream of time-sequential information.
18. The system according to claim 15 , wherein the common set of instructions are adapted to perform a plurality of concurrent tasks selected from the group consisting of an echo processing task, an audio compression task, an audio decompression task, a packet loss recovery task, a wavelet transform processing task, a combined time domain and frequency domain transform processing task, a speech recognition primitive task, and a stream combining task.
19. The system according to claim 15 , wherein the at least one single-instruction, multiple-data type parallel processor comprises a multiprocessor having a common instruction decode unit for the plurality of processing cores, each processing core having a respective arithmetic logic unit, all arithmetic logic units within a respective multiprocessor being adapted to concurrently execute the respective instructions of the common set of instructions.
20. The system according to claim 15 , wherein the single-instruction, multiple-data type parallel processor comprises a Peripheral Component Interconnect Express (PCIe) interface graphic processing unit of a computer system, which operates under control of a central processing unit and receives the plurality of time slices of a plurality of streams of time-sequential information by communication through the Peripheral Component Interconnect Express (PCIe) interface.