Skip to main content

How Google’s Hum to Search Works

Google has launched a new feature called "Hum to Search" to solve a frustrating problem: having a song stuck in your head and not being able to figure out what it’s called.

https://sitluangporguay.com/forum/index.php?topic=21799.0

https://sitluangporguay.com/forum/index.php?topic=21940.0

https://sitluangporguay.com/forum/index.php?topic=2733.0

https://sitluangporguay.com/forum/index.php?topic=21937.0

https://sitluangporguay.com/forum/index.php?topic=369.0

http://welcome2solutions.com/forum/topics.aspx?ID=32264

http://forum.34sunrise.ru/viewtopic.php?f=7&t=354546

http://www.anglarna.se/forum/viewtopic.php?t=638034

http://www.anglarna.se/forum/viewtopic.php?t=664743

http://www.anglarna.se/forum/viewtopic.php?t=669666

http://www.anglarna.se/forum/viewtopic.php?t=669666

http://www.anglarna.se/forum/viewtopic.php?t=637527

https://www.pherobase.com/forum/viewtopic.php?f=23&p=5848

https://www.pherobase.com/forum/viewtopic.php?f=20&t=2481

http://www.nsu-club.com/forum/viewtopic.php?f=10&t=1140481

http://www.nsu-club.com/forum/viewtopic.php?f=10&t=1140327

http://www.nsu-club.com/forum/viewtopic.php?f=10&t=1140896

http://nsu-club.com/forum/viewtopic.php?f=10&t=1140406

http://nsu-club.com/forum/viewtopic.php?f=10&t=1140325

https://www.pherobase.com/forum/viewtopic.php?f=2&t=2658

http://wildfire-pro.com/Forum/viewtopic.php?f=16&t=477575


https://www.43ft.com/43FT/viewtopic.php?t=1869409

https://www.43ft.com/43FT/viewtopic.php?t=1966134

https://www.redriverclimbing.com/viewtopic.php?t=20938

https://www.redriverclimbing.com/viewtopic.php?t=13670

https://www.redriverclimbing.com/viewtopic.php?t=9141

https://www.redriverclimbing.com/viewtopic.php?t=10049

https://www.redriverclimbing.com/viewtopic.php?t=12330

https://www.43ft.com/43FT/viewtopic.php?t=1829838

https://www.43ft.com/43FT/viewtopic.php?t=1965718

https://www.43ft.com/43FT/viewtopic.php?t=66132


The idea of humming to find a song seems incredibly simple, so why is Google only launching this feature in 2020? Well, it turns out that identifying songs this way is actually pretty complicated, in part because our hummed versions tend to be pretty different from the original track. In a recent post on its AI blog, Google explains how it used machine learning to fix this problem, and ultimately help people find a song by humming, whistling, or singing the melody even when their rendition is less than accurate.


"Our focus for Hum to Search is on helping people identify and find music that's stuck in their head," a Google spokesperson told Lifewire in an email.


Just Start Humming

Google users ask which song is playing almost 100 million times each month, Aparna Chennapragada, Google's vice president and general manager of consumer shopping, said a video introducing several new search features. Now there’s a way to find out.


The "Hum to Search" feature is built into Google’s mobile app, Google Search widget, and Google Assistant. To access it through the app, tap the microphone icon and say "What’s this song?" Selecting the "Search a Song" button also works.


To work correctly, the feature requires you to hum for at least 10-15 seconds. Android users can hum to find songs in more than 20 languages, while only English songs work on iPhones. The tool isn’t always able to identify a song right away, but once it does, the results are pretty good.


More than half of the songs of a wide set of variables (tone, pitch, volume, etc.) are recognized by our algorithms, but of course, accuracy depends on the quality of the humming, the type of the song, and more," the Google spokesperson told Lifewire in an email. "But once it is recognized, roughly four out of five answers are correct."



This isn’t the first time humming has been used in a music identifying app, though. SoundHound offers a similar feature, as noted by CNN Business, and is also available on Android and iOS. According to the Google spokesperson, the new feature does not raise any privacy concerns, nor does it "change the way Google handles audio-based interactions," they told Lifewire in an email.


Machine Learning 

Despite the simplicity of the concept, humming a tune to find the studio recording is technically pretty difficult. There are several reasons for this, explains Google Research’s Christian Frank in a Nov. 12 blog post. First of all, a hummed version of the song can differ greatly from the actual recording, making it difficult to match the two. So, while Shazam and a host of other apps already exist to identify that song you hear in a restaurant or other public place, using a hummed melody as the basis for that search can be trickier.


"With lyrics, background vocals and instruments, the audio of a musical or studio recording can be quite different from a hummed tune," Frank writes. "By mistake or design, when someone hums their interpretation of a song, often the pitch, key, tempo, or rhythm may vary slightly or even significantly."


Because the hummed versions of songs can be so different from the originals, Frank notes that many past methods have required matching a person’s humming with a version of the song that only has a melody, or a track that includes humming. This has made real-world use cases challenging, as the databases with those songs can be limited and need to be manually updated.


Google explains that for the Hum to Search feature, it uses machine learning models to turn audio into a "number-based sequence" that represents the melody of the song—what it says can be thought of as a "fingerprint."


More User-Friendly

The use of machine learning in Google’s Hum to Search feature ultimately makes the tool a lot easier to use in the real world. Because Hum to Search matches the searcher’s hummed tune with the actual song, the tool is able to work with the new songs as they’re released instead of a database that constantly needs to be updated with hummed versions of each track. Plus, you don’t need perfect pitch to use it.

http://wildfire-pro.com/Forum/viewtopic.php?t=12330

http://wildfire-pro.com/Forum/viewtopic.php?f=16&t=491527

http://wildfire-pro.com/Forum/viewtopic.php?t=389082

http://wildfire-pro.com/Forum/viewtopic.php?f=16&t=506289

https://www.pherobase.com/forum/viewtopic.php?f=23&t=2515

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=43433

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=43438

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=6066

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=44547

https://www.pherobase.com/forum/viewtopic.php?f=23&t=1149

https://www.pherobase.com/forum/viewtopic.php?f=23&t=2515

https://www.pherobase.com/forum/viewtopic.php?f=23&t=1149

https://www.pherobase.com/forum/viewtopic.php?f=20&t=2481

https://www.pherobase.com/forum/viewtopic.php?f=2&t=2658

https://www.pherobase.com/forum/viewtopic.php?f=23&p=5848

http://forum.secondnaturesuccess.com/showthread.php?tid=195770

http://project.thescavenged.com/showthread.php?tid=195770

http://forum.forcegame.ir/showthread.php?tid=121352

http://www.ho-tips.net/showthread.php?tid=1008

http://hub.cdp.res.in/myspace/showthread.php?tid=1088029

http://habboretrofan.free.fr/forum/showthread.php?tid=732

https://forum.xxxcall.co.il/showthread.php?tid=5430

https://hiztegia.labayru.eus/forum/showthread.php?tid=3029

http://forum.realtor-room.ru/showthread.php?tid=3698

http://forums.mollybeans.com/showthread.php?tid=864

https://www.netmaid.com.sg/forums/showthread.php?tid=2847&pid=7173

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=43433

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=43438

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=6066

https://www.smartgigabyte.com/2187forums/viewtopic.php?id=44547

http://forum.transquadra.sparkk.fr/viewtopic.php?t=1866

http://forum.transquadra.sparkk.fr/viewtopic.php?t=1830

http://forum.transquadra.sparkk.fr/viewtopic.php?t=1569

http://forum.transquadra.sparkk.fr/viewtopic.php?t=1705

http://forum.transquadra.sparkk.fr/viewtopic.php?t=1924

https://www.phantomconnections.space/phpBB3/viewtopic.php?t=717184

https://www.gerancecenter.com/forum/viewtopic.php?id=836

https://www.gerancecenter.com/forum/viewtopic.php?id=3306

https://www.gerancecenter.com/forum/viewtopic.php?id=405

https://www.phantomconnections.space/phpBB3/viewtopic.php?t=775266

http://forum.34sunrise.ru/viewtopic.php?f=7&t=353547

http://forum.34sunrise.ru/viewtopic.php?f=7&t=353068

https://www.phantomconnections.space/phpBB3/viewtopic.php?t=793441

https://www.battle-station.com/viewtopic.php?t=52559

https://www.battle-station.com/viewtopic.php?t=52687

https://www.battle-station.com/viewtopic.php?t=43483

https://www.battle-station.com/viewtopic.php?t=41914

https://www.battle-station.com/viewtopic.php?t=52585

https://www.phantomconnections.space/phpBB3/viewtopic.php?t=793191

http://balkanskinavijaci.com/forum/viewtopic.php?t=48

http://www.forum.mieszkaniowy.com/-vp2455.html

http://www.forum.mieszkaniowy.com/-vp130025.html

http://www.forum.mieszkaniowy.com/-vp2136.html

http://www.forum.mieszkaniowy.com/-vp2519.html

http://www.forum.mieszkaniowy.com/tutaj-vp22742.html

http://forum.34sunrise.ru/viewtopic.php?f=7&t=353789

http://forum.34sunrise.ru/viewtopic.php?f=7&t=353792

http://balkanskinavijaci.com/forum/viewtopic.php?t=7

http://balkanskinavijaci.com/forum/viewtopic.php?t=6

http://balkanskinavijaci.com/forum/viewtopic.php?t=5

http://balkanskinavijaci.com/forum/viewtopic.php?t=12

"The current system reaches a high level of accuracy on a song database that contains over half a million songs that we are continually updating," Google said in its Hum to Search announcement. "This song corpus still has room to grow to include more of the world’s many melodies."

Comments

Post a Comment

Popular posts from this blog

How to Get Classic Solitaire for Windows 10

Ever since Windows 3.0 was released in 1990, a free version of solitaire has been included with the Windows operating system. In fact, it was once the application for Windows. https://www.burnleychat.co.uk/forum/showthread.php?tid=7&pid=8 http://omniwebit.com/KevinForum/Upload/showthread.php?tid=209605 https://imaginoproject.com/bb/showthread.php?tid=3523 http://www.scifidig.com/forums/showthread.php?tid=221961&pid=296689#pid296689 http://freebitcoin.co/forum/showthread.php?tid=841295 http://nhulit2.nhu.edu.tw/community/viewtopic.php?CID=4&Topic_ID=75 https://thehiphophub.ning.com/forum/topics/http-t-rexmuscleadvice-com-stack-testo-boost-360-16 Solitaire is actually a name referring to any card game played by a single person with a single deck of cards. Classic solitaire is a specific version, also known as Klondike.What Is Classic Solitaire? In classic solitaire, 28 cards are dealt face-down into seven columns with one card in the first column, two in th...
Post a Comment
Read more

The most effective method to Organize Apps on Your iPad

Apple possesses the trademark to "There's an application for that" for a valid justification — there is by all accounts an application for nearly everything. There isn't an application for arranging all the applications you download from the App Store, in any case, so in the event that you love to exploit each download sans for advancement that comes your direction, you will before long need to sort out your applications as opposed to simply letting each new application go to the back of the line. Arrange Your iPad With Folders  At the point when the iPad was presented, it did exclude an approach to however this element before long developed as a significant instrument for curating applications on the gadget. The way toward moving an application into an organizer is straightforward as yet as opposed to dropping the application on an open territory on the iPad's Home screen, you drop it onto another application. http://minecraft.kginfoservs.com/forum/showthr...
2 comments
Read more

Roku Download for Windows 10

Roku gives the least complex approach to stream excitement to your TV. With a large number of accessible channels roku.com/link visit here for more subtleties. Roku Download for Windows – Download Latest version (5.0.10.163428) of Roku for Windows 10 64 bit and 32 bit directly from this site for now. How To Install Roku on Windows PC https://www.instructables.com/member/downloadnorton/?cb=1585555370 https://pubhtml5.com/homepage/rzrs http://slsl.lithium.com/t5/user/viewprofilepage/user-id/8430 http://customersupport.xobor.com/u176_webrootsafe.html To install roku.com/link Roku For PC, you will need to install an Android Emulator like Xeplayer, Bluestacks or Nox App Player first. With this android emulator app you will be able to Download Roku full version on your Windows 7, 8, 10 and Laptop. https://en.clubcooee.com/users/view/mihika001 https://v4.phpfox.com/profile-23832 https://ccm.net/profile/user/monisha01 https://ccm.net/profile/user/monisha01 Downloa...
Post a Comment
Read more