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111 results about "Sound analysis" patented technology

Sound, Analysis of. the expansion of a complex sound process into a series of simple vibrations. Two types of sound analysis are used—frequency and time. In frequency sound analysis, the acoustic signal is represented as the sum of harmonic components, which are characterized by their frequency, phase, and amplitude.

Brake pad early warning method and system based on driving habit analysis

The invention discloses a brake pad early warning method and system based on driving habit analysis, relates to the technical field of brake pad detection, and solves the technical problems that in the prior art, periodic sound detection and time-interval sound detection cannot be achieved, and the brake pad early warning method and system based on driving habit analysis cannot be achieved. The method specifically comprises the following steps: performing staged sound analysis in the running process of the brake pad, performing type division according to use parameters of a pedal at the front end of the brake pad, and acquiring peak span ratio information and duration ratio information according to use types, so as to judge whether the sound of the brake pad has hidden dangers or not. Inferring whether periodic sound analysis is abnormal or not through information analysis; and time-period sound analysis: performing time-period sound analysis, setting low-temperature normal influence sound, dividing the brake pad into a high-ring influence main body and a low-ring influence main body, collecting high-ring sound information and low-ring sound information, and deducing whether the time-period sound analysis is abnormal or not through information comparison.
Owner:LINYI TIANYI ELECTRONICS CO LTD

Underwater plosive analysis method and device

The invention provides an underwater plosive sound analysis method and device, and relates to the technical field of underwater noise analysis, and the method comprises the steps: obtaining a plurality of sound wave signals received by a monitoring point; respectively analyzing the actual propagation time and the actual signal intensity of each sound wave signal; based on a preset sound velocity profile model, calculating sound wave propagation velocities of different depths of a preset water area; performing prediction path analysis based on the sound wave propagation speed to obtain a plurality of prediction paths; according to the actual propagation time and the actual signal intensity, performing propagation time matching and signal intensity matching on the plurality of prediction paths, and determining a target prediction path; based on the target prediction path, performing blasting source position calculation to obtain a predicted blasting source position; and if it is judged that the predicted blasting source position is consistent with the preset blasting source position, determining that the target predicted path is a blasting sound propagation path. According to the method, the propagation path of the underwater plosive sound can be analyzed.
Owner:CHANGJIANG WUHAN WATERWAY ENG CO

Elevator state monitoring method and device and computer readable storage medium

The invention discloses an elevator state monitoring method and device and a computer readable storage medium. The method comprises the steps that video data and audio data collected by image collection equipment in the elevator running process are obtained; performing vibration analysis on the video data to obtain time sequence vibration data, and performing abnormal sound analysis on the audio data to obtain time sequence abnormal sound data; performing weighted fusion on the time sequence vibration data and the time sequence abnormal sound data by using an attention mechanism to obtain time sequence fusion data; and the time sequence fusion data are input into a state monitoring model, the state monitoring model is used for conducting state evaluation on the time sequence fusion data, and a time sequence health score of the elevator in the running process is obtained. The technical problems that in the related technology, due to the fact that a single sensor is adopted, it is difficult to synchronously monitor possible faults of an elevator from multiple angles, the monitoring result is inaccurate, and extra hardware cost is likely to be increased are solved.
Owner:BEIJING URBAN CONSTR INTELLIGENT CONTROL TECH CO LTD

Bird repelling method and bird repelling device based on directional sound waves and biological warning sound

The invention relates to the technical field of safety equipment, in particular to a bird repelling method and a bird repelling device based on directional sound waves and biological warning sound, and the bird repelling method comprises the following steps: recording alarm sound of specific birds, and performing sound analysis on the recorded alarm sound; a sound synthesis technology is utilized to generate a sound signal which is similar to an original alarm sound but is adjusted, the generated sound signal is subjected to amplitude and frequency simulation to obtain a sound with a higher emergency degree, and the adjusted sound signal is sent to a target bird in a directional sound wave mode through a directional wave sounder. Therefore, the purpose of expelling or warning is achieved. The bird repelling device mainly comprises a power management module, a directional wave sounder, an infrared sensor, a wireless communication module, a main control board and the like, and the main control board controls a steering engine to rotate to drive an infrared radar detector to detect surrounding birds. When birds are detected, the main controller can control the left-right steering engine and the pitching steering engine to emit directional sound waves in the direction where the birds are detected to expel the birds.
Owner:STATE GRID SHANDONG ELECTRIC POWER CO

Internet of Things monitoring method for monitoring unattended machine room

The invention relates to the technical field of machine room monitoring, in particular to an Internet of Things monitoring method for unattended machine room monitoring, comprising an environment monitoring module, a comprehensive gateway, a radar module, a sound collection module and a machine room camera group, the environment monitoring module is used for monitoring machine room environment data; the sound collection module is used for collecting sound data in the machine room in different time periods and transmitting the sound data to the sound analysis module; the machine room camera group is used for acquiring video data in a machine room and monitoring intruders; the radar module is used for multi-target tracking and positioning; the comprehensive gateway comprises a video analysis module and a sound analysis module, and is used for generating an alarm signal according to the machine room environment data, the sound data and a video analysis result. According to the method, video monitoring, millimeter wave radar detection and sound recognition technologies are comprehensively applied, comprehensive monitoring of the internal environment of the machine room is achieved, the detection precision of abnormal events and the accuracy of fault diagnosis are improved, and meanwhile the visual effect of environment monitoring is enhanced.
Owner:CHINA RAILWAY ERYUAN ENGINEERING GROUP CO LTD

Industrial equipment online state and configuration state management system

The invention relates to the technical field of equipment management, in particular to an industrial equipment on-line state and configuration state management system which comprises an emotion perception regulation and control module for collecting heart rate data and skin electricity data of a working area, analyzing physiological index fluctuation through heart rate variability measurement in combination with skin electricity response, recognizing a working pressure state and obtaining emotion characteristics. According to the invention, by comprehensively collecting and analyzing the physiological and environmental data of the working area, the dynamic adjustment ability of the production environment emotion is improved. By monitoring the heart rate variability and the electrodermal response, the pressure state of the employee is effectively recognized, and emotion data is further supplemented through sound analysis. The data comprehensive analysis not only optimizes the operation parameters of the equipment, such as adjusting speed and temperature, but also realizes the humanization of the production environment, reduces the pressure of employees, and improves the production efficiency.
Owner:ANHUI DIGITGRAVITY TECH CO LTD

Routing inspection method and system for comprehensive pipe gallery of nuclear power plant, electronic equipment and storage medium

PendingCN119131978Aimprove securityReduce the number of times entering the integrated pipe gallery of the nuclear power plantMeasurement devicesFire alarm electric actuationNuclear plantData transport
The embodiment of the invention provides a nuclear power plant comprehensive pipe gallery inspection method and system, electronic equipment and a storage medium, and belongs to the technical field of inspection robots. The method comprises the steps that a track is arranged in the comprehensive pipe gallery, and an inspection robot is installed on the track; obtaining an inspection starting instruction, and executing an inspection operation based on the inspection starting instruction; acquiring corresponding environment sound data in a process of executing the inspection operation in real time; transmitting the environment sound data to a local server, so that the local server inputs the environment sound data to a sound analysis model for anomaly recognition analysis to obtain an anomaly recognition result, and determining an abnormal inspection area based on the anomaly recognition result and the inspection position data of the inspection robot; receiving an abnormality identification result and an abnormal inspection area transmitted by the local server; and performing fine positioning in the inspection abnormal area based on an abnormal identification result, and determining a target abnormal source. The embodiment of the invention can safely and reliably inspect the utility tunnel of the nuclear power plant.
Owner:CHINA NUCLEAR POWER DESIGN COMPANY +1

Headphone audio system and control method based on array sensor module

The present invention discloses an earphone audio system and control method based on an array sensor module, and relates to the field of earphone audio processing technology, including a noise reduction demand entry module, an environmental audio monitoring unit, an environmental sound analysis unit, and an array audio sensor unit. The noise reduction demand entry module of the present invention provides a more specific noise reduction demand entry method, and the environmental noise data monitored interactively by the microprocessor and the environmental sound analysis unit are displayed on a touch screen in combination with the current direction data, providing users with more accurate noise reduction demand options; after the user selects the noise reduction demand of the corresponding direction by operating the touch screen or recording the voice through the microphone of the earphone, the array audio sensor module transmits the reference reflection signal after adaptive filtering and delay adjustment, and the reference reflection signal should have the same frequency and amplitude as the noise, but the opposite phase, so that the specified direction can be targeted and directional and accurate noise reduction can be performed, and the noise reduction effect is outstanding.
Owner:BEIJING YITONG TECH

Pet emotion recognition method and system based on sound analysis

The invention relates to the technical field of intelligent voice, in particular to a pet emotion recognition method and system based on sound analysis, and the method comprises the following steps: extracting a dominant frequency value, a frequency spectrum gravity center and an energy concentration degree through audio collection equipment, and respectively mapping the dominant frequency value, the frequency spectrum gravity center and the energy concentration degree into three-dimensional coordinate axes to generate time sequence emotion state points; and calculating a sound intensity change rate by utilizing Gaussian kernel density estimation, judging an emotion activation source through a tension response function to generate a response graph, executing gradient calculation and non-maximum suppression to generate a label intensity graph, and generating a composite emotion expression result by combining a path turning angle and the graph. According to the method, emotional coordinates are mapped through a main frequency value, a frequency spectrum gravity center and an energy concentration degree, sound intensity changes are estimated through Gaussian kernel density, disturbance and space are correlated through a tension response function, a focused emotional interval is suppressed through a non-maximum value, path turning is analyzed through dynamic time warping, emotional evolution is described through a label map, and judgment continuity and consistency are improved through multi-dimensional feature fusion.
Owner:DONGGUAN TIEFA ELECTRONIC TECHNOLOGY CO LTD

Urine flow rate estimation device and urine flow rate estimation program

[Problem] To improve the estimation accuracy of urine flow rate. [Solution] A urine flow rate estimation device (70) comprises: a camera (71) configured to acquire an image of discharged urine; an image analysis unit (72) configured to estimate a first urine flow rate on the basis of the image acquired by the camera (71); a microphone (73) configured to acquire sound associated with the discharge of urine; a sound analysis unit (74) configured to estimate a second urine flow rate on the basis of the sound acquired by the microphone (73); and a urine flow rate estimation unit (76) configured to estimate a third urine flow rate on the basis of the first urine flow rate and the second urine flow rate.
Owner:SAITAMA UNIVERSITY +1

Two-channel heart and lung sound intelligent analysis method based on time-frequency feature fusion

The invention provides a two-channel heart and lung sound intelligent analysis method based on time-frequency feature fusion. The method is used for solving the problem that in the prior art, the heart and lung sound signal analysis recognition capacity is insufficient. According to the method, the time-frequency features of the heart and lung sound signals of the patient are fused, and a plurality of feature extraction methods are combined, so that the accuracy of an analysis result is remarkably improved. The method is characterized by comprising the following steps of S1, performing data analysis on heart and lung sound signals through two feature extraction methods to obtain two feature images with time domain features and frequency domain features of heart and lung sound; s2, transmitting the two feature images with the time domain features and the frequency domain features of the heart and lung sounds to a dual-channel heart and lung sound intelligent analysis model; and S3, the two-channel cardiopulmonary sound intelligent analysis model performs dynamic feature fusion based on the two feature images with the cardiopulmonary sound time domain features and the cardiopulmonary sound frequency domain features, and obtains a cardiopulmonary sound analysis result based on a fusion result.
Owner:FUDAN UNIVERSITY

Noise analysis device, noise analysis method, and program

InactiveJP2024173432ASpeech analysisMixed noiseNoise
To provide a noise analysis device, a noise analysis method, and a program that explicitly notify a user of how much noise that was introduced during execution of specific processing by the user is present.SOLUTION: A telephone call system includes at least a plurality of sound processing devices connected via a network such that they can perform data communication with each other. In the telephone call system, a sound processing device 10 comprises: a sound analysis unit 13 that separates an input sound signal collected by a sound collection device into a noise sound signal and a non-noise sound signal; a sound A sound volume analysis unit 14 that analyzes a sound volume of the non-noise sound signal; a sound B sound volume analysis unit 15 that analyzes the sound volume of the noise signal; and a control unit 17 that displays a first analysis result as an analysis result for the sound volume of the non-noise sound signal, and a second analysis result as an analysis result for the sound volume of the noise sound signal, on a display in a visual and comparative manner.SELECTED DRAWING: Figure 2
Owner:PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO LTD

Infant sleep state monitoring method and system based on sound analysis

The invention relates to the technical field of infant sleep monitoring, in particular to an infant sleep state monitoring method and system based on sound analysis, and the method comprises the following steps: based on an intelligent infant bed, collecting sound signals sent by an infant in real time through a microphone sensor on the inner side of the bed, recognizing sound in a deep sleep period, sound in a light sleep period and sound in a rapid eye movement period, and transmitting the sound signals to the intelligent infant bed; and acquiring a sleep cycle sound category. According to the invention, the sound signals are collected in real time and are accurately classified according to the frequency range, so that the states of deep sleep, light sleep and rapid eye movement periods of the baby can be more accurately identified, and through careful comparison with reference modes in the audio database of the baby crib, the matching precision of data is improved, and the accuracy of the baby crib is improved. And the utilization efficiency of the sound data is optimized, so that the response capability of the whole monitoring system is improved, the monitoring sensitivity is dynamically adjusted, the sampling frequency is adjusted according to real-time data, the potential of misinformation is reduced, and the practicability of the monitoring system is improved.
Owner:SHANDONG DEGUANG ROBOT INTELLIGENT TECH CO LTD

3D printing platform leveling method and system based on multi-point sound analysis

The invention discloses a 3D printing platform leveling method and system based on multi-point sound analysis. The method comprises the steps that sound data corresponding to multiple platform positions of a 3D printing platform are obtained; according to the sound data, the overall inclination risk of the 3D printing platform is determined; when the overall inclination risk is greater than a preset risk threshold value, screening out a plurality of dangerous platform positions according to the sound data; according to the sound data of the dangerous platform position, based on a prediction algorithm, a leveling control instruction corresponding to a leveling mechanism of the 3D printing platform is determined; the leveling control instruction is used for controlling the leveling mechanism to level the 3D printing platform. Therefore, accurate inclination risk assessment and leveling control based on sound analysis can be realized, the stability and the printing precision of the 3D printing platform are improved, and the printing failure risk caused by inclination is reduced.
Owner:SHENZHEN ELEGOO TECH CO LTD

Sound analysis device, sound analysis method, and program

PCT designated stageWO2025248660A1Speech analysisLetter to soundSound analysis
A sound analysis device 1 according to one embodiment of the present invention comprises: an acquisition unit 131 that acquires information related to sounds acquired by a plurality of sound collection devices disposed in a predetermined region; and an output unit 133 that outputs information corresponding to the frequency of sound production by a living being in the region on the basis of the information acquired by the acquisition unit. The acquisition unit 131 acquires, for example, information indicating the arrival direction of the sound for each of the plurality of sound collection devices estimated on the basis of the sound that has arrived at each of the plurality of sound collection devices. The output unit 133 outputs the information corresponding to the frequency of sound production, for example, on the basis of a sound production position that is a position where specified sound production has been performed using the relationship between a plurality of arrival directions corresponding to the same sound that has arrived at the plurality of sound collection devices.
Owner:HYLABLE INC

Ensemble synchronous light guiding system

The invention discloses an ensemble synchronous light guide system, belongs to the technical field of intelligent musical instruments, music education and stage performance, and is particularly suitable for realizing accurate synchronization and cooperative training during ensemble of various musical instruments through light guide. The system adopts a terminal (terminal and intelligent musical instrument hardware)-central control (central control layer and tablet App synchronization and cooperation)-cloud (cloud, data storage and adaptive algorithm model) architecture, combines a Bluetooth Mesh + local area network dual-protocol synchronization mechanism, realizes high-precision synchronization of less than or equal to 5ms, provides a sound analysis algorithm (the accuracy rate is greater than or equal to 99%), a global light prompt rule and a collaborative analysis module, and realizes high-precision synchronization of less than or equal to 5ms. The problems that traditional ensemble training lacks visual synchronous guidance, cooperative perception is weak, feedback is not timely and the like are solved, high-precision, high-reliability, intelligent and personalized ensemble synchronous light guidance is achieved, and therefore ensemble efficiency and teaching quality are improved.
Owner:GUANGDONG KONIX TECH CO LTD

Detection system of folding equipment and acquisition method of detection data

The invention discloses a detection system of folding equipment and a detection data acquisition method, and relates to the technical field of equipment detection, the detection system is used for equipment detection of foldable detected equipment, and the detection system comprises a control device, an audio processing device, an opening and closing device and a movement device. A device to be tested is placed in the opening and closing device, and the moving device drives the opening and closing device to move so as to fold or unfold the device to be tested. And the control device is used for sending control instructions to the motion device and the audio processing device respectively and acquiring detection data generated in the folding or unfolding operation process of the detected equipment. Wherein the detection data comprises an audio detection value, and the audio detection value is used for carrying out abnormal sound analysis to obtain an abnormal sound detection result. According to the scheme, the audio processing device obtains the audio detection data of the folding equipment in the folding / unfolding process and is used for abnormal sound detection of the folding equipment, the audio detection data are automatically collected, and the detection data are accurate and reliable.
Owner:HONOR DEVICE CO LTD

Noise monitoring device for refrigerator press room

The utility model discloses a refrigerator press room noise monitoring device which comprises a plurality of sound acquisition devices, a sound analysis module and a control module. The vibration sensors are a microphone installed in a press chamber, a first vibration sensor installed on the outer surface of a compressor, a second vibration sensor installed on a refrigerant transmission pipeline, a third vibration sensor installed on a fan shell and a fourth vibration sensor installed on the outer surface of a condenser. Each sound collection device is electrically connected with the sound analysis module, the sound analysis module is used for processing noise collected by each sound collection device, the sound analysis module is electrically connected with the control module, and a noise threshold value corresponding to each sound collection device is preset in the control module; and the control module is used for comparing the processed noises with the corresponding noise thresholds respectively, and if the noises exceed the noise thresholds, an alarm is given, so that a user can process the noises in time.
Owner:AUCMA

Clock and Watch Corrector Pickup (I)

1. Name of the product of this design: Clock and watch corrector pickup (I). 2. Purpose of this design product: It is used to capture and record the sound of clocks and watches for the purpose of sound analysis and fault diagnosis. 3. The key point of the design of this product lies in its shape. 4. The picture or photo that best illustrates the design points: three-dimensional picture.
Owner:PANJIN ZHUIGUANG ELECTRONIC TECH CO LTD

Abnormal sound analysis method

Provided is an abnormal sound analysis method with which it is possible to determine abnormal sound caused by deterioration of a support cushion rubber. This abnormal sound analysis method detects the frequency of an abnormal sound generated from a vehicle, and estimates the degree of deterioration of a support cushion rubber that supports a structure in the vehicle on the basis of the state of use of the vehicle. When the difference between the resonance frequency of the support cushion rubber and the frequency of the abnormal sound corresponding to the degree of deterioration is equal to or less than a threshold value, the support cushion rubber is determined as the main cause of the abnormal sound.
Owner:TOYOTA JIDOSHA KK

Audio playing control method and system for intelligent sound equipment, and storage medium

The invention relates to the technical field of intelligent sound boxes, and discloses an audio playing control method and system for an intelligent sound box and a storage medium, and the audio playing control method comprises the steps: obtaining environment information and user information; performing environment state recognition based on the environment information; performing emotional state analysis based on the user information; according to the environment state and the emotional state, generating an audio playing control parameter; according to the audio playing control method and device, the audio playing parameters are adaptively adjusted through real-time environment sound analysis, the space sound field control technology is adopted, directional sound release is achieved, smooth transition of the audio parameters is achieved when the environment changes, the user experience is improved, and therefore the problem of environment noise interference is solved.
Owner:SHENZHEN ZUNTE DIGITAL CO LTD

Multifunctional stethoscope

The utility model relates to a multifunctional stethoscope, which belongs to the field of stethoscopes, and comprises a stethoscope head, one side of the stethoscope head is provided with a temperature adjusting mechanism, the temperature adjusting mechanism comprises a sound guide tube fixedly installed on one side of the stethoscope head, one side of the sound guide tube is fixedly provided with a main sound tube, the outer side of the main sound tube is fixedly provided with a mounting seat, and the mounting seat is fixedly provided with a handle. Mounting boxes are fixedly mounted on the left side and the right side of the mounting base correspondingly. According to the multifunctional stethoscope, the stethoscope head can be placed in the skin area of a patient for auscultation, the doctor-seeing comfort of the patient can be improved conveniently, the sound collector is used for capturing sound signals in the body of the patient, the amplifier is used for amplifying the sound signals, and the recording module is used for recording the amplified sound signals. The sound analyzing and processing module is used for analyzing and processing the recorded sound signals in real time, extracting key diagnosis data and displaying the key diagnosis data to a doctor through the display screen, and the display screen can display the heart rate and the respiratory rate and prompt conditions such as atrial fibrillation and valve noise, so that the doctor can listen to the conditions more clearly.
Owner:PEKING UNIVERSITY THIRD HOSPITAL (THE THIRD CLINICAL MEDICAL SCHOOL OF PEKING UNIVERSITY)

Method, medium and equipment for eliminating FSK (Frequency Shift Keying) noise in cockpit voice record

The invention relates to the field of noise elimination, in particular to a method, a medium and equipment for eliminating FSK noise in a cockpit voice record. Comprising the following steps: determining whether an FSK noise section and a reference audio section on a to-be-processed recorded audio are background noise or not; if the FSK noise section and the reference audio section are both non-background noise, the frequency domain similarity between the first discriminant audio and the first reference audio is greater than a first similarity threshold, and the time domain similarity between the first discriminant audio and the first reference audio is greater than a second similarity threshold, determining that the first discriminant audio and the first reference audio are not background noise; if so, the audio of the FSK noise segment is replaced with the audio in the reference audio segment. According to the method, the characteristics of CVR multi-channel recording are utilized, the audio similarity of two microphone channels is compared, noise is eliminated in an automatic mode, the method is suitable for rapidly processing single or multiple records, and the cabin sound analysis efficiency is improved.
Owner:HANGKE TECH DEV

Visual sound analysis method for vocal music teaching

The invention discloses a sound visualization analysis method for vocal music teaching, and particularly relates to the field of music education, comprising sensor setting, data acquisition, sound data analysis, multi-dimensional correlation analysis and visualization. Through accurate sound and physiological data collection and in combination with multi-dimensional sound data analysis and correlation analysis, the vocal music skill and the sounding state of a singer can be comprehensively and deeply evaluated, the analysis result is intuitive and easy to understand through the real-time data visualization function, the singer and a teacher can quickly understand and make adjustment conveniently, and in addition, the analysis efficiency is improved. The method can also predict the change trend of sound indexes, provides a scientific basis for personalized teaching and training, and is beneficial to improving the vocal music teaching effect and the performance level of singers.
Owner:FUJIAN DAJIANG ZHENGYIN CULTURE COMMUNICATION CO LTD

An arbitrary sampling rate sound analysis method based on a pre-trained neural network

The application discloses an arbitrary sampling rate sound analysis method based on a pre-training neural network and relates to the technical field of sound analysis. The method comprises the following steps: acquiring input audio, converting a spectrogram, and performing short-time Fourier transform on the input audio to obtain the spectrogram. The application solves the problem of difficulty in unified modeling of various sound signals (such as 8KHz-192KHz) with large sampling rate span differences. Different from a traditional resampling-based method, the application proposes sub-band segmentation of a fixed frequency band on a spectrogram in a time-frequency domain, models the sub-bands, can decompose the spectrogram of an arbitrary sampling rate into a combination of sub-band graphs, extracts high-dimensional representations of the sub-band graphs, performs vector splicing, and obtains a final signal representation. Vector distance calculation is performed at the high-dimensional representation level to determine the similarity between sound segments. The method is not only suitable for sound, but also suitable for digital signals such as high-frequency vibration.
Owner:北京华控智加科技有限公司

Headset to enhance the auditory experience for children with autism spectrum disorder (ASD)

PCT designated stage expiredWO2025084962A1Ear supported setsSound producing devicesNoiseMedical product
Children with autism hear all the sounds surrounding them with the same sound at once. Autism headset will control the degree of voice entering the ear separately and different degrees and most importantly hear the teacher for example during the explanation without being affected by the backgrounds, which helps to focus and not to distract. The headset to enhance the auditory experience for children with Autism Spectrum Disorder (ASD) includes sound programming to reduce surrounding noise, programming for identifying human voices and separating them from background noise, programming to focus on targeted sounds, such as a teacher's or parent's voice, Al technology for dynamic sound analysis and processing according to the surrounding environment, use of special materials suitable for sensory sensitivity in autism, like soft and non-irritating materials for the skin, design of the headset to be compact and easily storable, a which is applicable for a medical product.
Owner:SAIGH BUDOR HAMED

Sound analysis method and system based on neural network, terminal and storage medium

The invention relates to a sound analysis method and system based on a neural network, a terminal and a storage medium, and the method comprises the steps: obtaining a sound signal, converting the sound signal into a Mel spectrogram, processing the Mel spectrogram through a neural network, extracting a first feature of the spectrogram through a first convolution kernel, carrying out the down-sampling of the first feature through a pooling layer, and carrying out the processing of the Mel spectrogram through a second convolution kernel; the spatial dimension of the first feature map is reduced, features in the first features are extracted, and the calculation complexity is reduced; the first convolution kernel extracts a first feature of the spectrogram, the second convolution kernel extracts a second feature of the spectrogram, the pooling layer performs downsampling on the second feature and extracts features in the second feature, nonlinearity is introduced in the extraction process, gradient explosion is avoided, the post-full connection layer filters and screens the extracted features and then combines the features, and the processed spectrogram is obtained. The sound spectrogram and the parameters are combined to generate the final sound analysis result, the defect of single parameter or feature extraction is overcome, faster sound analysis can be realized, the analysis result can be quickly obtained, and the analysis result is more accurate and visual.
Owner:SHENZHEN EACHON BIO-TECH CO LTD

Any sampling rate sound analysis method based on pre-training neural network

The invention discloses an arbitrary sampling rate sound analysis method based on a pre-trained neural network, and relates to the technical field of sound analysis. Comprising the following steps: acquiring an input audio, converting a spectrogram, and performing short-time Fourier transform on the input audio to obtain the spectrogram. According to the method, the problem that unified modeling of various sound signals (such as 8KHz-192KHz) with large sampling rate span difference is difficult is solved. Different from a traditional method based on resampling, the method provided by the invention carries out sub-band segmentation of a fixed frequency band on a spectrogram of a time-frequency domain, carries out modeling on sub-bands, can decompose the spectrogram of any sampling rate into a combination of sub-band graphs, carries out vector splicing after carrying out high-dimensional representation extraction on the sub-band graphs, and obtains final signal representation. And carrying out vector distance calculation on the high-dimensional representation level to judge the similarity between the sound segments. The method is not only suitable for sound, but also suitable for digital signals such as high-frequency vibration.
Owner:北京华控智加科技有限公司

Vehicle anomaly detection method, vehicle and storage medium

The invention discloses a vehicle anomaly detection method, a vehicle and a storage medium, and relates to the technical field of vehicle detection. The method comprises the following steps: acquiring original audio data, context awareness data and chassis state data of a target vehicle; performing data conversion processing on the original audio data, the context awareness data and the chassis state data to obtain a data conversion result; performing abnormal sound analysis processing on the data conversion result to obtain an abnormal sound analysis result, and performing noise evaluation processing on the data conversion result to obtain a noise evaluation result; the abnormal sound analysis result and the noise evaluation result are verified, an abnormal detection result is obtained, and the abnormal detection result is used for representing abnormal state information of the target vehicle; and displaying the anomaly detection result in a graphical user interface of the target vehicle. The technical problem that driving safety is affected due to the fact that vehicle noise and abnormal sound monitoring is insufficient in the prior art is solved.
Owner:GUANGZHOU XIAOPENG MOTORS TECH CO LTD