This document discusses solving the problem of high audio latency on Android devices which prevents certain audio apps from working well. It introduces Superpowered Media Server, a new software solution that significantly reduces audio latency on Android phones tested. Benchmark results show round-trip audio latency reduced from 15-32ms down to 8-24ms on Nexus and Samsung devices without any hardware changes. The solution works across Android versions and could enable new audio and VR apps to thrive on the Android platform.
From Data to Actions and Insights at Conviva with Rui Zhang and Yan Li Databricks
Video streaming is still a challenge, especially with increasing demand for high-quality streaming experiences. Problems can happen anywhere in the complex streaming ecosystem. At Convivia, they collect data about video streaming quality to give their customers (publishers and ecosystem partners) visibility into the end-user experience they’re delivering. Conviva’s job is to distill these data into actionable insights or, better yet, to take automatic actions to improve quality.
In this session, they will discuss two systems they have built to this end:
– AutoAlert is a system for detecting and diagnosing anomalies in streaming quality in real time. Conviva uses Apache Spark to group millions of sessions according to a variety of criteria (e.g. the title of the streaming media, or the device the user is streaming from), and detect anomalies in several quality metrics over time. The detection task runs once per minute, with a detection latency of about 2 minutes.
– GO is a system for directing users to the CDN that will provide the best quality. The architecture for this prediction task mirrors AutoAlert’s architecture.
Our talk will focus on the outcomes we’ve achieved for our customers with these systems.
2600Hz - Tuning Kazoo to 10,000 Handsets - KazooCon 20152600Hz
People love to talk about scale. Some vendors pitch that their systems easily support 100,000 simultaneous calls, or 500 calls per second, etc. The reality is, in the real world, people’s behaviors vary and the feature sets they use can cut these numbers down quickly. For example, ask that same vendor claiming 100,000 simultaneous calls if it can be done while call recording, call statistics and other features are turned on at the same time, and you’ll usually get a very different, cautious, qualified response.
In this presentation, we'll show you how to set up your infrastructure to support 100,000 simultaneous calls.
Peter Hoddie, Kinoma VP, gave a talk at the IoT-themed API-Craft meet-up at the Tradeshift HQ in San Francisco. He discusses connectivity, the challenges and demands of IoT, and how Kinoma is building a set of APIs for the IoT.
From Data to Actions and Insights at Conviva with Rui Zhang and Yan Li Databricks
Video streaming is still a challenge, especially with increasing demand for high-quality streaming experiences. Problems can happen anywhere in the complex streaming ecosystem. At Convivia, they collect data about video streaming quality to give their customers (publishers and ecosystem partners) visibility into the end-user experience they’re delivering. Conviva’s job is to distill these data into actionable insights or, better yet, to take automatic actions to improve quality.
In this session, they will discuss two systems they have built to this end:
– AutoAlert is a system for detecting and diagnosing anomalies in streaming quality in real time. Conviva uses Apache Spark to group millions of sessions according to a variety of criteria (e.g. the title of the streaming media, or the device the user is streaming from), and detect anomalies in several quality metrics over time. The detection task runs once per minute, with a detection latency of about 2 minutes.
– GO is a system for directing users to the CDN that will provide the best quality. The architecture for this prediction task mirrors AutoAlert’s architecture.
Our talk will focus on the outcomes we’ve achieved for our customers with these systems.
2600Hz - Tuning Kazoo to 10,000 Handsets - KazooCon 20152600Hz
People love to talk about scale. Some vendors pitch that their systems easily support 100,000 simultaneous calls, or 500 calls per second, etc. The reality is, in the real world, people’s behaviors vary and the feature sets they use can cut these numbers down quickly. For example, ask that same vendor claiming 100,000 simultaneous calls if it can be done while call recording, call statistics and other features are turned on at the same time, and you’ll usually get a very different, cautious, qualified response.
In this presentation, we'll show you how to set up your infrastructure to support 100,000 simultaneous calls.
Peter Hoddie, Kinoma VP, gave a talk at the IoT-themed API-Craft meet-up at the Tradeshift HQ in San Francisco. He discusses connectivity, the challenges and demands of IoT, and how Kinoma is building a set of APIs for the IoT.
WHAT IS ANDROID? Android is a mobile operating system (OS) based on the Linux kernel and currently developed by Google. With a user interface based on direct manipulation, Android is designed primarily for touchscreen mobile devices such as smartphones and tablet computers, with specialized user interfaces for televisions (Android TV), cars (Android Auto), and wrist watches (Android Wear).
Android is a software stack for mobile devices that includes an operating system, middleware and key applications. Android is a software platform and operating system for mobile devices based on the Linux operating system and developed by Google and the Open Handset Alliance. It allows developers to write managed code in a Java-like language that utilizes Google-developed Java libraries, but does not support programs developed in native code.
ppt based on android technology with great animationsHriday Garg
it includes introduction to android technology ,its various versions, comparisions between different operating systems, its limitations and conclusions
A Software platform and operating system for mobile.
Based on the Linux kernel.
Android was found way back in 2003.
It was developed in Palo Alto, California.
Android was developed by the Andy Rubin, Rich Miner, Nick Sears and Chris White.
Android was purchased by the GOOGLE in AUGUST,2005 for 50 million $.
WHAT IS ANDROID? Android is a mobile operating system (OS) based on the Linux kernel and currently developed by Google. With a user interface based on direct manipulation, Android is designed primarily for touchscreen mobile devices such as smartphones and tablet computers, with specialized user interfaces for televisions (Android TV), cars (Android Auto), and wrist watches (Android Wear).
Android is a software stack for mobile devices that includes an operating system, middleware and key applications. Android is a software platform and operating system for mobile devices based on the Linux operating system and developed by Google and the Open Handset Alliance. It allows developers to write managed code in a Java-like language that utilizes Google-developed Java libraries, but does not support programs developed in native code.
ppt based on android technology with great animationsHriday Garg
it includes introduction to android technology ,its various versions, comparisions between different operating systems, its limitations and conclusions
A Software platform and operating system for mobile.
Based on the Linux kernel.
Android was found way back in 2003.
It was developed in Palo Alto, California.
Android was developed by the Andy Rubin, Rich Miner, Nick Sears and Chris White.
Android was purchased by the GOOGLE in AUGUST,2005 for 50 million $.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Quality defects in TMT Bars, Possible causes and Potential Solutions.PrashantGoswami42
Maintaining high-quality standards in the production of TMT bars is crucial for ensuring structural integrity in construction. Addressing common defects through careful monitoring, standardized processes, and advanced technology can significantly improve the quality of TMT bars. Continuous training and adherence to quality control measures will also play a pivotal role in minimizing these defects.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Event Management System Vb Net Project Report.pdfKamal Acharya
In present era, the scopes of information technology growing with a very fast .We do not see any are untouched from this industry. The scope of information technology has become wider includes: Business and industry. Household Business, Communication, Education, Entertainment, Science, Medicine, Engineering, Distance Learning, Weather Forecasting. Carrier Searching and so on.
My project named “Event Management System” is software that store and maintained all events coordinated in college. It also helpful to print related reports. My project will help to record the events coordinated by faculties with their Name, Event subject, date & details in an efficient & effective ways.
In my system we have to make a system by which a user can record all events coordinated by a particular faculty. In our proposed system some more featured are added which differs it from the existing system such as security.
COLLEGE BUS MANAGEMENT SYSTEM PROJECT REPORT.pdfKamal Acharya
The College Bus Management system is completely developed by Visual Basic .NET Version. The application is connect with most secured database language MS SQL Server. The application is develop by using best combination of front-end and back-end languages. The application is totally design like flat user interface. This flat user interface is more attractive user interface in 2017. The application is gives more important to the system functionality. The application is to manage the student’s details, driver’s details, bus details, bus route details, bus fees details and more. The application has only one unit for admin. The admin can manage the entire application. The admin can login into the application by using username and password of the admin. The application is develop for big and small colleges. It is more user friendly for non-computer person. Even they can easily learn how to manage the application within hours. The application is more secure by the admin. The system will give an effective output for the VB.Net and SQL Server given as input to the system. The compiled java program given as input to the system, after scanning the program will generate different reports. The application generates the report for users. The admin can view and download the report of the data. The application deliver the excel format reports. Because, excel formatted reports is very easy to understand the income and expense of the college bus. This application is mainly develop for windows operating system users. In 2017, 73% of people enterprises are using windows operating system. So the application will easily install for all the windows operating system users. The application-developed size is very low. The application consumes very low space in disk. Therefore, the user can allocate very minimum local disk space for this application.
TECHNICAL TRAINING MANUAL GENERAL FAMILIARIZATION COURSEDuvanRamosGarzon1
AIRCRAFT GENERAL
The Single Aisle is the most advanced family aircraft in service today, with fly-by-wire flight controls.
The A318, A319, A320 and A321 are twin-engine subsonic medium range aircraft.
The family offers a choice of engines
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
2. Many types of mobile apps that
are dependent on low latency
audio functionality are non-
existent on Android.
Meanwhile on iOS, these same
apps generate $$$ and thrive.
3. Definition of round-trip low
latency is:
+ Audio Input (time)
+ Audio Processing (time)
+ Audio Output (time)
= 10 milliseconds or less
iOS has been low latency since
Day 1.
4. Apps suffering from lack of low
latency audio include games,
synthesizers, DAWs, interactive
audio-, pro audio-, virtual
instrument apps, and the
inevitable gold rush of virtual
reality apps.
5. No low latency audio support in
Android?
Effectively guarantees that there
will be no adoption of VR on
Android.
6. Without low latency audio
support, developers cannot meet
demand, Android app
marketplaces miss out downloads,
OEM devices less valuable and
consumers frustrated.
Entire Android ecosystem loses.
8. Not trivial technical problem.
Multiple non-obvious technical
hurdles and coordination issues
within Android ecosystem. Not to
mention, thankless work fixing a
problem most don’t know even
exists.
Yet big problem, big upside.
9. Android Latency Benchmarks
as of June 2016
Data sources:
http://superpowered.com/latency (Superpowered team)
https://source.android.com/devices/audio/latency_measurements.html
(Google Pro Audio team)
Model Android Version
Buffer Size
(frames)
Round-trip
latency (ms)
Nexus 9 6.0.0 (MRA58K) 128 15
Nexus 6P 6.0.0 (MDA89D) 192 18
10. Industry Misconceptions of
Android 10ms Problem
“It’s a hardware problem.”
“It’s Linux audio.”
“It’s the ALSA drivers.”
In our opinion: They’re all fine.
11. Superpowered. Who are we?
We squeeze audio latency out of
app user-space with +150m app-
installs and thousands of apps
using Superpowered SDK.
Now, we’re squeezing audio latency
out of Android service space with
Superpowered Media Server.
12. Superpowered Media Server +
Nexus 6P Latency Benchmarks
Audio Path
Huawei Nexus 6P
Round-Trip Audio
Latency
(Android 6.0.1)
Superpowered
Huawei Nexus 6P
Round-Trip Audio
Latency
Inbuilt speaker to
inbuilt mic
32 ms 24 ms
Audio output
plugged into
headphone jack
and inbuilt
microphone.
15 ms 9 ms
Audio loopback 15 ms 9 ms
13. Superpowered Media Server +
Nexus 9 Latency Benchmarks
Audio Path
HTC Nexus 9
Round-Trip Audio
Latency
(Android 6.0.1)
Superpowered
HTC Nexus 9
Round-Trip Audio
Latency
(Android 6.0.1)
Inbuilt speaker to
inbuilt mic
25 ms 19 ms
Audio output
plugged into
headphone jack
and inbuilt
microphone.
14 ms 8 ms
Audio loopback 14 ms 8 ms
14. Superpowered SAPA*
Apps Supported? Thousands Less than 100
Licensing options? Per licensee
SAPA is based on
JACK (GPL
license)
Round-trip latency?
Better on non-
Galaxy devices
No change on
non-Galaxy
devices
Better latency across Android landscape?
Every Android
device
Only on Galaxy
Solves fundamental Android architecture
problem?
Yes No
Neutral solution for all stakeholders? Yes ?
*Samsung Professional Audio SDK
15. Additional Benefits of
Superpowered Media Server
No hardware modifications
needed.
No HAL modifications needed.
Compatible with Android Lollilop
and Marshmallow.
16. Questions and Licensing
To request demo files, please email:
mediaserver@superpowered.com
Video demo and more info at:
bit.ly/AndroidMediaServer
bit.ly/Video-Demo-Android