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WEBRTC's Voice Activity Detection (VAD) algorithm

(normal Distribution/gaussian distribution).If the random variable x obeys a mathematical expectation of μ, the standard deviation is σ^2 Gaussian distribution, then:X~n (μ,σ^2)The probability density function is:F (x) =1/(√2πσ) e^ (-〖 (x-u) 〗^2/(2σ^2))Gauss's use in WEBRTC:F (X_k | Z,r_k) =1/√2πe^ (-(X_k-u_z) ^2/(2σ^2))X_k is the selected eigenvector, WebRTC middle finger x_k is the energy of six sub-band (the sub-band is 80~250hz,250~500hz,500hz~1k, 1~2k,2~3k,3~4khz, variable feature_vector s

Comparison of Cdmais95a/b and cdma20001x

CDMA was proposed by Qualcomm in the early 90, and IS-95 is the first standard to be released in the Cdmaone series, and the first CDMA standard that is really widely used globally is is-95a, on the basis of is-95a, Also published separately to support the 13K Voice Encoder TSB74 Standard, support 1.9GHz CDMA PCs system STD-008 standard, support 64kbit/s data service is-95b. When the ITU solicited the third generation mobile communication wireless candidate technology, IS-95 due to commercial s

AEC algorithm in WEBRTC 2

time_signal_scaling)Webrtcspl_realforwardfft (Aecm->real_fft,FFT, 64 * 4(int16_t*) freq_signal 64 * 2); Add the window before you do it. Henning window to prevent spectrum leakage. Approximation for magnitude of complex FFT output //Magn = sqrt (real^2 + imag^2) //magn ~= Alpha * MAX (|imag| , |real|) + beta * min (|imag|,|real|) //The parameters Alpha and beta is stored in Q15 A simple method of calculating the touch of a complex number, t

WEBRTC Echo Cancellation (AEC, AECM) algorithm introduction (RPM)

: Set 1 to say that there is a voice, 0 for no voice (mute or very weak sound), the reference Terminal (remote) signal X (t) and the receiving end (proximal) signal y (t) may be combined in the following ways: (0,0), (0,1), (1,0), (), (0,0) indicates that both the far end and the proximal side are relatively weak, and that the remote and proximal are relatively strong sounds, and that the C code of WEBRT is not possible by default in two other cases. At the time interval p, i.e. p=1,2,..., P,

Pause background music in Android _android

{ Private Visualizer visualizer = null;//spectrum tester Private byte [] mrawvizdata;//Spectrum container //Instantiated Visualizer object Visualizer = new Visualizer (0); Mrawvizdata = new byte[128]; The initialization if (visualizer!= null) of an object { if (visualizer.getenabled ()) { visualizer.setenabled (false); } visualizer.setcapturesize (mrawvizdata.length);/Be

Web Playback Technology Lyrics Sync

Aboutplayer.controls.play (); The front. Where the SMI file address is best to use absolute address (with the media file address is absolute, relative and change). If the media file has the same path as SMI file, the SMI file address can be omitted. Above is only the single lyrics to play The example, regarding the SMI lyrics to play continuously the classic version please see the bbsvisual for SMIproduced by the music. RT Lyrics File Please click the play key to watch the effect. The RT lyrics

Performance of WLAN

that the data rate is higher, the security is better and the quality of service is more and more guaranteed. And from the wireless LAN standards of the supporters and the geographical scope of use, wireless LAN can be said to have three camps: IEEE 802.11 series of standards, European hiperlan1/hiperlan2 and Japan's MMAC series standards. 802.11 series Standard In the 802.11 series, there are 4 standards involving the physical layer: 802.11, 802.11b, 802.11a, 802.11g. According to different

Analysis on the characteristics of VDSL2 technology and its present situation

of up to 8Mbps, uplink rate of 640kbps, and adsl2+ downlink rate of the highest for 24Mbps, the uplink rate of 1Mbps. From the transmission rate, ADSL is difficult to meet the high bandwidth users access requirements, adsl2+ in the near future can basically meet the bandwidth needs, but the uplink bandwidth is low. Following the first generation of VDSL, the ITU passed the VD-SL2 in May 2005 (second generation VDSL) The standard G.993.2,VDSL2 has good application foreground by extending

How to maintain good CDMA network

suspected that pilot contamination may exist, the first possibility is that there is not enough protection in pilot planning, and the other may be that the time tolerance of pilot channel of some base stations has a large deviation. For the latter, a transmitter tester can be used to test the potential base station. (Computer science) The user complained to the warning and network management reports that there is a problem with the call, and has ruled out base station and base station day feed

Xiao Kan Wireless Network Security (2)

Xiao Kan Wireless Network Security (2)Author: [I .T. S] LeiGAs mentioned in the previous post, the key mechanism in wireless networks, especially ad hoc networks. today, we focus on security at the physical layer and link layer. first, let's give an overview of application layer security. We focus on viruses, worms, malicious code (such as script attacks), and so on. the Transport Layer implements Information Authentication (through encryption, keys, and so on) between both parties ). the networ

Yugong Yishan document password comprehensive brute force cracking

I heard a story: a passenger is about to get on the plane. His air ticket and passport are in the password box, but he cannot remember the password out of the box. Similar to this passenger, some friends urgently need to open a document, but forget what the password was. To avoid such embarrassment, you must understand the password cracking methods in common documents.   PCD Tool Spectrum Software name: Advanced Office Password RecoverySoftware Versio

Select a network management tool that helps ensure system security

interface should be Web-based and customizable. By providing a customized view that system superusers, managers, and department leaders can rely on, these tools can become another set of monitors for your network operations.Ability to recognize normal operations: most security-related events occur outside the normal operation parameters of your network. Your network management tool must be able to identify the differences between normal and abnormal communications, and report such information c

The US operator plans to shut down the 2G network in 2017 and upgrade it to 4G network.

According to foreign media reports, the company plans to shut down its 2G network in 2017 due to the impact of ATT Mobility's redistribution of 2G network spectrum and deployment of more advanced services. The US telecom operator is now re-deploying its 1900 MHz PCS spectrum in New York City to switch Global Mobile Communication System services to HSPA + and LTE services. The company disclosed in a file su

Difficulties to be solved for commercial acceleration of carrier Aggregation

Difficulties to be solved for commercial acceleration of carrier Aggregation The increase in network coverage and the popularity of wireless applications bring a good user experience, and the willingness of users to use 4G services is also increasing. According to statistics, LTE users consume GB of data traffic per month on average, almost twice the usage of non-LTE users. Various novel wireless applications have gradually become part of people's daily life in the 4G era, and LTE Networks are

Branch wireless network Best Practices

uses Cisco ." There are some key differences between branch wireless network products. Before selecting a supplier for the branch, enterprises should understand the following points. Remote Diagnosis Solving Network Connection is difficult for branches because you cannot see wireless signals. This is where the spectrum analysis technology plays a role. At the company's headquarters, you can use a handheld spectru

10. A thorough understanding of the Fourier Transform Algorithm and

formula, see the following): But when K is equal to 0 and n/2, the calculation of the real number must use the following equation: N in the above four formula is the total number of the point in the time domain, and K is the sequence number from 0 to n/2.Why is conversion like this? This can be understood from the spectrum density (spectral density), for example, a spectrum graph: This is a

Relationship between time domain and frequency domain

Recently, in digital image processing, I did not have an intuitive concept in the time domain and frequency domain. I will search for it and summarize it as follows:1. The simplest explanation The frequency domain is the frequency domain, We usually use the time domain, which is related to time, This is only related to the frequency, which is the reciprocal of the time domain. In the time domain, the X axis is time, Frequency is the frequency. Frequency domain analysis is to analyze its

Ft,dtft,dft's relationship (reproduced)

all, figure (1) and figure (2), for an analog signal, (1), to analyze its frequency components, must be transformed to the frequency domain, which is obtained by Fourier transform, ft (Fourier Transform), so that the analog signal spectrum, (2) Note 1: Both the time domain and the frequency domain are continuous!However, the computer can only process digital signals, the first need to be the original analog signal in the time domain discretization, t

Sixth chapter of DSP

This chapter mainly refers to the signal sampling and reconstruction, from the signal to take part of the information, and then from this part of the information to restore the original signal. Although the number of pages is not too much, but I read the two times feel labored, strands of thoughts.6.1 Ideal sampling and reconstruction of continuous timeThe sampling period is also called the sampling interval, and the reciprocal is the sampling frequency.Non-cycle time, Fourier and I Fourier tran

Geometric meanings of eigenvalues and eigenvectors

characteristic vector of the eigenvalue λ. is the specific vector above the eigenvector? λ is not the multiplier of the scale? Therefore, the algebraic meaning of the eigenvector is that the matrix multiplication is transformed into a multiply operation; the geometric meaning of the eigenvector is that the eigenvector is only scaled by the square a transform, while the direction of the eigenvector remains unchanged. The eigenvalues represent how important this feature is, similar to weigh

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