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The emergence of virtual assistants such as Siri and Alexa has made automated speech recognition systems more widely used and developed. Automatic speech recognition (ASR) is a process of converting spoken language into text. The technology is constantly being used in instant messaging applications, search engines, vehicle systems, and home automation. Although all of these systems rely on slightly different technical processes, the first step in all of these systems is the same: capture voice data and convert it into machine-readable text. But how does the ASR system work? How does it learn to recognize speech? ASR systems: how do they work? Therefore, from a basic perspective, we know that automatic speech recognition looks as follows: audio data input, text data output. However, from input to output, audio data needs to become machine-readable data. This means that data is sent through acoustic models and language models. These two processes are like this: the acoustic model determines the relationship between audio signals and speech units in the language, and the language model matches the sound to words and word sequences. These two models allow the ASR system to perform a probabilistic check on the audio input to predict the words and sentences in it. The system then selects the prediction with the highest confidence level. ** Sometimes language models can prioritize certain predictions that are considered more likely due to other factors. Therefore, if the phrase is run through the ASR system, it will do the following: make a voice input: "Hey Siri, what time is it now?" Run the voice data through the acoustic model and break it down into voice parts. Run the data through the language model. Output text data: "Hey Siri, what time is it?" Here, it is worth mentioning that if the automatic speech recognition system is part of the speech user interface, the ASR model will not be the only machine learning model that is running. Many automatic speech recognition systems are used in conjunction with natural language processing (NLP) and text-to-speech (TTS) systems to perform their given roles. In other words, in-depth study of voice user interface is a complete topic in itself. To learn more, check this article. So, now you know how the ASR system works, but what do you need to build? The key is data. Establish an ASR system: The importance of data. A good ASR system should have flexibility. It needs to recognize various audio inputs (speech samples) and make accurate text output based on the data in order to respond accordingly. To achieve this, the data required by the ASR system are labeled speech samples and transcribed forms. It's a bit more complicated than this (for example, the data marking process is very important and often overlooked), but to make it clear to everyone, it's simplified here. ASR systems require large amounts of audio data. why? Because the language is complicated. There are many ways to tell the same thing, and the meaning of the sentence changes with the position and emphasis of the word. Also consider that there are many different languages in the world. In these languages, the pronunciation and word selection may vary depending on factors such as geographic location and accent. Oh, do n’t forget that language also varies with age and gender! With this in mind, the more speech samples provided for the ASR system, the better it is at recognizing and classifying new speech input. The more samples taken from a variety of sounds and environments, the more the system can recognize sounds in these environments. Through specialized fine-tuning and maintenance, the automatic speech recognition system will be improved during use. Therefore, from the most basic point of view, the more data, the better. It is true that the current research is related to optimizing smaller data sets, but most models currently require large amounts of data to perform well. Fortunately, thanks to the data set repository and dedicated data collection service, the collection of audio data becomes easier. This in turn increases the speed of technological development. Then, let's take a brief look at the areas where automatic speech recognition can show its future. ASR technology has been integrated into society. Virtual assistants, in-vehicle systems and home automation all make daily life more convenient, and the range of applications may also expand. As more and more people accept these services, technology will further develop.

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The landmark wireless infrared grating series is the ultimate solution for outdoor perimeter protection, protecting residential and commercial property. This series of products adopts a number of breakthrough technologies, which have high performance and flexibility even in direct sunlight. In addition, plug-and-play automatic settings and patent-pending front-mounted grating modules make installation easier than ever. . feature of product Protection range: outdoor up to 8M, indoor protection height of 2.7M at 5 meters, using up to 10 pairs of synchronous dual beams with unique infrared beam technology, can be used in direct sunlight conditions with high false alarm resistance, avoiding leaves and blowing Debris and small animals affect the alarm and plug and play. Automatically set the link between the two beams. The infrared grating system automatically recognizes the number of valuable dual beam modules without the need for jumpers. The anti-interference function can prevent the installation of adjacent windows. Beam interference occurs between the two sets of equipment. The beam signal is encrypted by the system identification to achieve the anti-vandalism function. The patent-pending front-mounted module can easily be added or replaced. There is no need to remove the rail shell from the wall and the wall tamper resistant beam calibration. The shape indicator and buzzer can easily complete the rotating bracket. It supports side installation and is powered by a standard 3V CR123A lithium battery. The typical battery life is 3 years. The signal will not be misreported by fog, snow, dust and rain. Product model name: RWT74B405 wireless grating 0.5 meters RWT74B810 wireless grating 1 meter Technical parameters The following technical parameters are gratings with a height of 0.5 meters. 1m height can double the number of gratings and batteries. Height: 0.5 meters Beam number: 4 beams Outdoor range: 5 meters Indoor range: 8M Detection method: two pulsed infrared beams, interrupting the beam at the same time Interruption feedback time: from 225 to 900m / sec Adjustable optical axis rotation 180 ° (horizontal) Anti-vandalism: Encryption protocol with system ID Anti-collision: 2 channels, synchronous protocol Environmental protection: IP65 shell and wall anti-disassembly Operating temperature: -20 ° C to 60 ° C Battery: 2 × CR123A3V lithium battery Launch rail, 1 for receiving rails) Battery life (normal mode): typical 3 years, 10 beam interruptions per day and 40 radio transmission sizes (length x width x height): 500 × 40 × 42mm

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Development of fishing lamp chip development of fishing lamp IC

The xenon lamp in a photochemical reactor is a photoelectric tube or flash lamp filled with xenon gas. Xenon is chemically inactive, cannot burn, and does not support combustion. It is natural rare gas with high molecular weight and high density. Xenon high-pressure lamp radiation emits strong ultraviolet rays, which can be used in medical treatment and make spectrometer spectrum. Xenon lamps are also commonly referred to as pulsed xenon lamps and laser xenon lamps. It is widely used in laser marking, laser engraving machine, laser welding machine, laser engraving machine, laser tattoo removal machine and other laser equipment. Xenon lamp is a kind of lamp with high luminous power and close to daylight. It is divided into three types: long arc xenon lamp, short arc xenon lamp and pulse xenon lamp. The long-arc xenon lamps are all made into a tube. The lamp tube is made of high-temperature resistant, low thermal expansion coefficient fully transparent quartz tube. Two thorium tungsten (or barium tungsten) electrodes are sealed at both ends. The distance between the electrodes is generally greater than 100 mm. The tube is filled with High purity xenon gas. The structure of the water-cooled long-arc xenon lamp is shown in Figure 5-20. The arc discharge of a long-arc xenon lamp depends on the breakdown of high-frequency and high-voltage pulses to start. Under the action of high-voltage pulses, a spark discharge channel is initially formed in the lamp tube, and the electrons and ions generated thereby continue to ionize neutral gas molecules and atoms under the action of an electric field, and an avalanche process occurs. Under the impact of ions, the electrode is heated to become a thermal emitter, emitting a large number of thermal electrons, which generates a large current, and then forms a stable arc discharge. Because it is a high-pressure gas discharge, the discharge current is usually high-temperature plasma.

The ultraviolet analyzer can be used to observe and analyze the samples. The darkroom observation room is equipped with ultraviolet-proof glass, which filters out more than 95% of the ultraviolet rays. Can emit short-wave, medium-wave, long-wave ultraviolet and visible light at four wavelengths. The ultraviolet light emitted by this instrument has high intensity and good stability, and is widely used in molecular biology, chemistry, and forensic identification. Application range of ultraviolet analyzer: Main applications: biogenetic engineering, molecular genetics, medical hygiene, biological products, pharmaceutical research, sanitation and epidemic prevention, Jiapeng technology, dye chemical industry, petrochemical industry, textile industry, cultural relics and archaeology departments, all departments that need to carry out fluorescence analysis verification be usable. The correct operation of the UV analyzer: 1. In order to avoid electric shock accidents, the input power cord of the instrument must be grounded. This instrument uses a three-core grounding plug. This plug has a grounding foot. If the plug cannot be inserted into the seat, you should ask an electrician to install the correct socket. The instrument loses ground protection. 2. Pay attention to the power supply: Before connecting the AC power supply, the three-purpose UV analyzer must ensure that the voltage is consistent with the voltage required by the instrument, and that the rated load of the power socket is not less than the instrument requirements. 3. Pay attention to the use of power cord: this instrument usually uses the power cord that comes with the device. If the power cord is damaged, it must be replaced without repair. When replacing it, you must replace it with a power cord of the same type and specification. Nothing should be placed on the power cord when using this instrument. Do not place the power cord where people move. 4. Pay attention to the placement of the instrument: The instrument should be placed in a cool, ventilated, dry and dust-proof location. For better heat dissipation, the instrument should be kept at an effective distance from other items in the ventilated place. Product Features Introduction of UV Analyzer: 1. Alarm function: After the machine stops running, the alarm will remind the operator. 2. The angle of the ultraviolet lamp can be adjusted, and movable operation ports are provided on the left and right sides. 3. LCD Chinese display function, microcomputer microcontroller control, switch display. 4. Adopt fully enclosed environmentally friendly molecular strength ABS material, injection molding is sub-molded, firm and beautiful. 5. LCD Chinese display, switchable display, control 254nm, 365nm, visible light. 6. Beautiful backlight and large display screen to ensure comfortable display and clear reading in the dark environment. 7. With anti-ultraviolet observation window to filter out 99% of ultraviolet rays, real-time observation of sample conditions, more intuitive and safer. 8. The ultraviolet analyzer has a nano medical ultraviolet lamp, and the ultraviolet intensity reaches 20μW / cm² from the sample 20cm, which meets the measurement standard.

The dark box UV analyzer is composed of quartz glass UV lamps and color filters. The wavelengths of the three groups of light sources are 254nm, 312nm and 365nm, respectively. The light source can be used for experiments through color filters, and the two light sources can be used alone or mixed together. The dark box UV analyzer has the characteristics of low power consumption, low heat and continuous use for extended time, and the product quality reaches the level of the same type of products abroad. The structure of the dark box UV analyzer: This instrument is composed of a group of quartz ultraviolet lamps with wavelengths of 254nm, 312nm, and 365nm and color filters. For spotting and positioning lighting of the chromatography plate, a common fluorescent lamp is also installed in the seat. The whole machine has simple structure, light weight, strong versatility of parts and convenient use and maintenance. Product use of the dark box UV analyzer: 1. It is used to detect many major substances such as proteins and nucleotides in scientific experiments. 2. In drug production and research, it can be used to check the quality of hormone alkaloids, vitamins and other fluorescent drugs, which is particularly suitable for thin layer analysis, paper layer analysis and detection. 3. In the chemical industries of dyes, coatings, rubber and petroleum, measure various fluorescent materials, fluorescent indicators and additives, and identify different types of crude oil and rubber products. 4. In textile chemical fiber, it can be used to measure different kinds of raw materials such as wool, silk rayon, cotton synthetic fiber, and can check the quality of the finished product. 5. It can be used to check the quality of toxins, food additives, spoiled vegetables, fruits, cocoa bean fat, chocolate, fat, honey, sugar, egg 00, etc. in the grain, oil, vegetable and food departments. 6. In the departments of geology and archaeology, it can discover various minerals and determine the authenticity of cultural relics. 7. In the department, you can check the determination of finger marks, secret writing, etc. The use and precautions of the dark box UV analyzer: 1. After connecting the power supply, turn on the "ON / OFF" to light the lamp, then you can place the tested sample under the lamp for observation and analysis. If you place the instrument in a dark room or use a black cloth to block the bright light, the effect is better . 2. The UV color filter should not be rubbed against metal objects and cannot be stressed. The surface should be kept dry and clean. It should be wiped with alcohol or hexyl ether to prevent the filter from becoming moldy. 3. When using, the operator should irradiate the ultraviolet rays on the sample to avoid irradiating the human body, and wear glasses to avoid harm to the human body.

Factory professional custom remote control circuit board PCBA circuit control board circuit board program design and development smt The products we participate in the development of finished products or control boards are sold domestically and exported abroad, mainly concentrated in the following areas: 1. Small home appliance control boards: solar control boards; mobile power control boards; water level controller control boards; Intelligent voice rice cooker control board; disinfection home control board; intelligent automatic pumping electric kettle control board; intelligent range hood control board; 2. LED lights: various types of indoor LED corn lights; LED car light control board; LED street light control Board; LED desk lamp control board, etc.

Hand Sanitizer Control Board: 1. Automatic induction, the hand is placed in the induction area, the hand sanitizer flows out automatically, the hand is removed, and the hand sanitizer stops flowing out. 2. There are different gear modes, slow and fast to control the flow of hand sanitizer; 3. Scope of application: shopping malls, hotels, restaurants, households, public areas, etc .;

Intelligent charging treasure cabinet sharing charging treasure pcba solution WeChat public number powder charging power supply The shared charging treasure refers to the charging rental equipment provided by the enterprise. Users only need to scan the QR code on the screen of the device. With a sesame credit score of 600 points or more, it is possible to borrow a charging treasure without a deposit. If the credit score is less than 600, you can also pay 100. Yuan deposit, after the treasure is successfully returned, the deposit can be withdrawn at any time and returned to the account. The leased power bank can be used for 1 hour for free. After 1 hour, it will be 1 yuan / hour, and 10 yuan will be capped on the same day. You can also purchase the required data cable according to the model. The shared charging treasure borrowing process can be roughly divided into four steps, scan the code-registration-payment-lend. In April 2017, in some shopping malls and restaurants in Nanchang City, shared charging equipment quietly appeared. The masses only need to scan the code with their mobile phones, they can quickly borrow a charging treasure, and after use, they can also return it to any rental point in the city. Shared charging treasure APP development, applet development, public account development, management system development, welcome to consult us. Provide a complete set of shared charging treasure solutions. For specific solutions, please consult online customer service.

Shared fast copier self-copier printer solution development Smart copier hardware solution provider 3D printer (SLA) Light curing (SLA) is a high-speed, high-precision 3D printing technology. Use UV lasers and liquid UV-curable photopolymers-"photosensitive resins" to print parts. The laser beam is controlled to scan on the liquid surface of the resin, and the liquid surface of the resin is cured to form a layer film of the cross section of the scanned part. After curing one layer, cover the layer film just formed with another layer of liquid resin, and continue to scan to make it solidify and bond to the cross section of the previously formed part. Such reciprocating, growing layer by layer, so as to print out complete three-dimensional parts.

HL2202 is a CMOS application specific integrated circuit. It contains a single-ended RC oscillator, 2-level frequency divider, three-way / four-way selection, distribution, driver, etc. Wide operating voltage range, large driving current, few external components, easy to use and reliable. The utility model can be widely used in occasions such as flashing of tail lights of motorcycles and flashing of decorative lights. This circuit has the basic functions of LP167 and LP182. Pin arrangement and function Pin number Pin name symbol Function description 1 Output 1Q1 One of three / four outputs 2 Output 2Q2 Two of three / four outputs 3 Oscillation terminal OSC external RC generates oscillation time base 4 ground Vss power supply Ground 53/4, choose SET floating for four, connect Vss for three 6 output 4Q4 four output four 7 output 3Q3 three / four output three 8 power supply Vdd power supply positive (6-12V)

Why doesn't the blood glucose meter display the battery after inserting the setting test card? Answer: After installing the battery, first press the reset / function setting button, then insert the setting check card.

What are the diagnostic criteria for diabetes? Answer: Diabetes symptoms + plasma glucose level at any time> 11.1 mmol / l fasting plasma glucose level> 7.0 mmol / l glucose tolerance test, 2-hour plasma glucose level> 11.1 mmol / l

What is the blood sugar level of normal people? Answer: fasting blood glucose

Unscrew the blue cap on the front of the lancet; insert the lancet tightly into the lancet holder. Gently twist the protective disk above the lancet until it separates from the lancet. Don't twist the lancet. Turn the cap of the cap back clockwise. If necessary, adjust the puncture depth setting. The sphygmomanometer design of blood glucose test strips of various models of blood glucose meters cannot be used interchangeably, so patients must purchase test strips that match this model according to their blood glucose meter models in order to accurately play the role of detection. Turn the knob of depth adjustment (knob), the smaller point represents a shallow puncture, and the larger one corresponds to a deeper puncture. Slide the pop / buckle control until it snaps. Slide the pop / buckle control until it snaps. For most diabetics, all-in-one sphygmomanometers only need to use a blood glucose meter to accurately measure blood glucose and then record the measurement results. Therefore, diabetic patients with general economic conditions are still mainly practical, and it is more appropriate to choose economical blood glucose meters. If it is not snapped, the sampler may have been snapped when the lancet was inserted. Press the release button. Remove the ONETOUCH lancet from your finger. Gently massage your fingers to get a round drop of blood. Do not squeeze the puncture site excessively and do not wipe the blood. Now you can proceed to the blood test. Put the tip of the exposed lancet on the lancet, then remove the lancet. The development of a blood glucose meter all-in-one machine suffers from a variety of metabolic abnormalities, and needs to monitor multiple indicators at the same time, and patients with more economic conditions can choose a luxury blood glucose meter. Place the lancet protection disk on a hard surface. Push the tip of the blood collection needle into the protection tray. Turn the tip of the lancet downward and outward. Push the release button to ensure that the blood collection device is not caught. Advance the eject / buckle control to eject the lancet from the sampler. Blood glucose meter test paper usage and common problems: how to use the blood glucose meter [Video] How the blood glucose meter works How to use the blood glucose meter How to use the blood collection pen Use the common error code (code) type blood glucose meter settings Date and time type blood glucose meter battery replacement method type blood glucose meter view measurement record blood glucose test paper use method type blood glucose test paper use preservation precautions type blood glucose meter download measurement results to the computer blood glucose test paper storage method and precautions .

The portable blood glucose meter is used to determine the approximate blood glucose concentration in the blood and is an important home blood glucose monitoring device for patients with type 1 and type 2 diabetes. With just a small drop of blood on a disposable test paper, the instrument can read blood information and use this information to calculate blood glucose levels. 1. Introduction The portable blood glucose meter is used to determine the approximate blood glucose concentration in the blood and is an important home blood glucose monitoring device for patients with type 1 and type 2 diabetes. With just a small drop of blood on a disposable test paper, the instrument can read blood information and use this information to calculate blood glucose levels. The electrical conductivity of blood is affected by blood glucose levels. This biological phenomenon can be modeled by circuits. The voltage drop of the variable resistor is determined by the electrical conductivity of the resistor. When the conductivity is higher, the voltage drop is lower; when the conductivity is lower, the voltage drop is higher. These changes can be analyzed using MPU to determine the blood glucose concentration and display it on the LCD display. 2. Overview of the solution The Ameya360 blood glucose meter solution is used to determine the approximate blood glucose concentration in the blood and is an important home blood glucose monitoring device for patients with type 1 and type 2 diabetes. With just a small drop of blood on a disposable test paper, the instrument can read blood information and use this information to calculate blood glucose levels. The electrical conductivity of blood is affected by blood glucose levels. This biological phenomenon can be modeled by circuits. The voltage drop of the variable resistor is determined by the electrical conductivity of the resistor. When the conductivity is higher, the voltage drop is lower; when the conductivity is lower, the voltage drop is higher. These changes can be analyzed using MPU to determine the blood glucose concentration and display it on the LCD display. The functions of the blood glucose meter can be expanded to allow wired or wireless communication with other devices (such as smartphones, insulin syringes, or calorimeters). The instrument is ideal for telemedicine applications and remote patient monitoring. Ameya360 provides dedicated MCUs with integrated analog modules, ZigBee and proprietary wireless solutions for blood glucose meters.