IP Library Granted Patent US 10,482,897
Granted Patent B2
US 10,482,897 · App. 16/073,312 · Granted Nov 19, 2019

Biological sound analyzing apparatus, biological sound analyzing method, computer program, and recording medium

Inventor: Ryushin Kametani (Kawagoe, JP)
Assignee: PIONEER CORPORATION
G10L21/0264A61B5/08A61B7/04G06F17/141G06F17/156G10L15/20G10L25/06G10L25/66G10L21/00G10L25/24
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Quick Facts
Patent No.
US 10,482,897
App. No.
16/073,312
Granted
Nov 19, 2019
Kind
B2
Abstract

A biological sound analyzing apparatus is provided with: an obtaining device configured to obtain first biological sound information, which indicates a change in biological sounds with time; a processing device configured to generate second biological sound information by performing a first process of enhancing first noise information, which indicates noise included in the biological sounds, on the first biological sound information; a calculating device configured to calculate correlation information, which indicates a correlation in adjacent periods of the second biological sound information; and an outputting device configured to output second noise information, which indicates continuous noise included in the biological sounds, on the basis of the correlation coefficient. This makes it possible to analyze continuous noise included in the obtained biological sounds.

Claims (29)

1. A biological sound analyzing apparatus comprising:

a sensor configured to obtain first biological sound information, which indicates a change in biological sounds with time;

a processor configured to generate second biological sound information by performing a first process of enhancing first noise information, which indicates noise included in the biological sounds, on the first biological sound information;

a calculator configured to calculate correlation information, which indicates a correlation in adjacent periods of the second biological sound information; and

a display device configured to output second noise information, which indicates continuous noise included in the biological sounds, on the basis of the correlation coefficient.

2. The biological sound analyzing apparatus according to claim 1 , wherein the processor is configured to perform a process of reducing a component that is less than or equal to a degree, from cepstrum information, which is calculated by performing an inverse Fourier transform process on the first biological sound information, as the first process.

3. The biological sound analyzing apparatus according to claim 2 , wherein the processor is configured to perform a second process of reducing a component that corresponds to a characteristic obtained by averaging a plurality of cepstrum informations in a period, from each of the plurality of cepstrum informations, before performing the first process.

4. The biological sound analyzing apparatus according to claim 3 , wherein the processor is configured to calculate an information amount, which is determined in accordance with a deviation amount of the second biological sound information from a reference value, for each section after performing the first process, and said processing device is configured to generate the second biological sound information by performing a third process of reducing a component in which the information amount is less than or equal to a first threshold value.

5. The biological sound analyzing apparatus according to claim 1 , wherein said display device is configured to calculate a ratio of a period in which the correlation information continuously exceeds a second threshold value for a time that is greater than or equal to a duration, with respect to a cycle, and said outputting device is configured to output the second noise information if the ratio of the period is greater than or equal to a ratio.

6. The biological sound analyzing apparatus according to claim 1 , wherein said display device is configured to output information in which a ratio of a component whose frequency is less than or equal to a frequency is greater than or equal to a third threshold value, out of the second noise information, as third noise information which indicates rhonchi.

7. A biological sound analyzing method comprising:

an obtaining process of obtaining, by a sensor, first biological sound information, which indicates a change in biological sounds with time;

a processing process of generating, by a processor, second biological sound information by performing a first process of enhancing first noise information, which indicates noise included in the biological sounds, on the first biological sound information;

a calculating process of calculating, by the processor, correlation information, which indicates a correlation in adjacent periods of the second biological sound information; and

an outputting process of outputting, by a display, second noise information, which indicates continuous noise included in the biological sounds, on the basis of the correlation coefficient.

8. A non-transitory computer-readable medium having executable instructions executable by a processor, the instructions comprising:

obtaining first biological sound information, which indicates a change in biological sounds with time;

generating second biological sound information by performing a first process of enhancing first noise information, which indicates noise included in the biological sounds, on the first biological sound information;

calculating correlation information, which indicates a correlation in adjacent periods of the second biological sound information; and

outputting second noise information, which indicates continuous noise included in the biological sounds, by using the correlation coefficient to calculate a continuous sound tendency indicative of a characteristic of the continuous noise.

9. The biological sound analyzing apparatus of claim 6 , wherein the third noise information indicates rhonchi.

10. The biological sound analyzing method of claim 7 , wherein the third noise information indicates rhonchi.

11. The biological sound analyzing method of claim 7 , wherein said calculating process comprises calculating a ratio of a period in which the correlation information continuously exceeds a second threshold value for a time that is greater than or equal to a duration, with respect to a cycle, and said outputting process includes outputting the second noise information if the ratio of the period is greater than or equal to a prescribed ratio.

12. The non-transitory computer readable medium of claim 8 , wherein said calculating comprises calculating a ratio of a period in which the correlation information continuously exceeds a second threshold value for a time that is greater than or equal to a duration, with respect to a cycle, and said outputting comprises outputting the second noise information if the ratio of the period is greater than or equal to a prescribed ratio.

13. The non-transitory computer readable medium of claim 8 , wherein said outputting includes outputting information in which a ratio of a component whose frequency is less than or equal to a frequency is greater than or equal to a third threshold value, out of the second noise information, as third noise information.

14. The non-transitory computer readable medium of claim 13 , wherein the third noise information indicates rhonchi.

15. The non-transitory computer readable medium of claim 8 , wherein the obtaining comprises cepstral mean normalization (CMN) and liftering to cut a low-degree quefrency component of a cepstrum, to enhance the first biological sound information.

16. The non-transitory computer readable medium of claim 15 , further comprising calculating a parameter based on an observation value and a power distribution subjected to the CMN and the liftering, comparing the parameter to a reference value, and based on a result of the comparing, cutting a component of the first biological sound information to enhance the first biological sound information.

17. The non-transitory computer readable medium of claim 8 , wherein the continuous sound tendency is calculated as a ratio of a period in which a correlation coefficient continuously exceeds a threshold value for a time greater than or equal to a duration, and for the correlation coefficient exceeding the threshold value, determining that the continuous noise is associated with one or more breath sounds.

Assignments (5)
NUNC PRO TUNC ASSIGNMENT Recorded Feb 26, 2026
From: AIR WATER BD INC.
To: AIR WATER INC.
Reel/Frame 073900/0490 →
CHANGE OF ADDRESS Recorded Feb 26, 2026
From: AIR WATER BIODESIGN INC.
To: AIR WATER BIODESIGN INC.
Reel/Frame 074977/0107 →
CHANGE OF NAME Recorded Feb 26, 2026
From: AIR WATER BIODESIGN INC.
To: AIR WATER BD INC.
Reel/Frame 074976/0401 →
NUNC PRO TUNC ASSIGNMENT Recorded Jan 18, 2023
From: PIONEER CORPORATION
To: AIR WATER BIODESIGN INC.
Reel/Frame 062405/0411 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 26, 2018
From: KAMETANI, RYUSHIN
To: PIONEER CORPORATION
Reel/Frame 046475/0435 →
Continuity (1)
Related Publication 20190051315A1 · Feb 14, 2019