How is AI transforming the music industry? – 5 trends under examination

9

October

2019

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Artificial Intelligence (AI) is one of the most promising technologies of the future, bringing many opportunities and threats to diverse industries. But with entering the music industry AI has the potential to transform an industry that is (so far) dominated and shaped by contemporary art, talents and individualism throughout the human history. Already today, many AI-based programs and applications are used for discovering, creating and teaching music. It helps to test new ideas, find emotional context and integrates fun in the learning process. Let’s examine some already existing trends:

 

#1 Recommending music (Spotify)
Probably the best-known example of AI in the music industry it the recommendation system of Spotify. As there are thousands of songs uploaded on Spotify every day, it is difficult to only find and propose songs that are categorized based on genre. Rather, Spotify uses an AI algorithm to sponsor your “Discover weekly” playlist. The algorithm is predicting the preference a user would give to an item, based on previous behavior (ratings, length of listening, type of songs the user often listen to etc.). With that information the system proposes other items the user might enjoy.

#2 Creating music (AIVA)
AI that composes music is already in practice for a while. Most AI-powered systems work by using deep learning networks and analyze large amount of input data (in form of existing music pieces). The software then analyzes patterns in rhythm, chords, length and notes in this source material. Through reinforcement learning, the algorithm builds up on characteristics and writes its own melodies that resembles a certain genre. One example is AIVA is that can compose emotional music soundtracks for films, video games or commercials. The company believes that “AI-generated music will enable new use cases of music, and empower the next generation of composers and content creators.”

#3 Inspiring song texts (IBM Watson)
AI is not only capable of composing music, the technology can also act as an inspiring muse for song writers. In 2016 IBM Watson wrote a song with musician Alex Da Kid, that was even successful in the Top 40 charts of Billboard Charts. The AI-powered program is able to create lyrics that correspond to a predefined emotional theme. The program uses natural-language processing to analyze a massive amount of unstructured data like articles, blogs and data from social media in order to depict and illustrate the most influential and current topics of the time. With that Watson served as the perfect partner for Alex Da Kid by giving inspiration for a meaningful and contemporary song text. The ability to identify patterns across data and making connections across current topics, is a one of AI’s greatest benefits. You can listen to the song here.

#4 Learning to play an instrument (Musiah)
Many people don’t want or can afford private music lessons to learn an instrument. In fact, already now people value the flexibility and freedom that e-learning of mobile applications bring with them. There are already some applications on the market, but Musiah claims to be the best online piano teaching app that provides learners with human-like piano instructions. Through AI the piano app can follow every move of your fingers and can respond to your playing in real time – making you feel your piano teacher is sitting right next to you, listening on your playing and giving instructions, support and immediate feedback. And the best thing (next to independency and flexibility): the application is affordable for most as it only costs a fraction of a traditional piano teacher.

#5 Playing with virtual-musicians (Continuator)
Don’t want to play on your own? Continuator makes it possible to interactively play with a virtual musician in your own style! The continuator is a musical instrument that learns and interactively plays with you in your own individual music style. The algorithm, designed by François Pachet in Sony Computer Science Laboratory, can learn and interactively play with a live-musician by real-time learning and composing a piece of music from the point the live-musician stopped. For instance, in an experiment the continuator played with a professional pianist, and the audience could not differentiate whether the pianist still played or the computer already took over. Click here for some examples.

 

Well, there are already many great and mind-blowing ways that AI is impacting the way we like, create and make music. While some advances like Spotify’s recommendation system or the piano learning app Musiah can be great extensions to the current industry, artificial music is still unfamiliar for most. For many, it seems questionable by how far artificial music will be able to evoke feelings we usually have after hearing a heart-breaking song of our favorite real artist. In the end, we are emphasizing with the artist and believe we have similar experiences, feelings or problems.

So, whether a computer can outset musicians entirely is rather a fundamental question to humanity and hard to find an answer. What do you think? Do you think the AI can and will fundamentally change the music industry?

 

Bibliography

Dehal, B., (2018).  How AI-generated music is changing the way hits are made. [online] theverge.com. Available at: https://www.theverge.com/2018/8/31/17777008/artificial-intelligence-taryn-southern-amper-music [Accessed 08.10.2019]

Kharkovya, O., (2019). Artificial Intelligence and Music: What to Expect?. [online] towardsdatascience.com. Available at  https://towardsdatascience.com/artificial-intelligence-and-music-what-to-expect-f5125cfc934f [Accessed 08.10.2019]

Marr, B., (2019). The amazing ways Artificial Intelligence is transforming the music industry. [online] Forbes.com. Available at: https://www.forbes.com/sites/bernardmarr/2019/07/05/the-amazing-ways-artificial-intelligence-is-transforming-the-music-industry/#736817965072 [Accessed 08.10.2019]

Velardo, V., (2019). Spotify’s Discover Weekly explained – Breaking from your music bubble or, maybe not? [online] medium.com. Available at: https://medium.com/the-sound-of-ai/spotifys-discover-weekly-explained-breaking-from-your-music-bubble-or-maybe-not-b506da144123 [Accessed 08.10.2019]

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Is your phone listening?

1

October

2019

5/5 (3)

… No, but the truth is even scarier

Most of us experienced it before. You talked about something out loud, only for ads to appear on Facebook, Instagram or the web browser the day or even minutes after. It feels like your phone is monitoring your conversation and shows you the corresponding ads.
Could that be true?

Well, technically it is possible for apps and phones to secretly observe your microphone recordings. Many people do believe the modern myth and are certain that some personal ads can only come from bugging. Especially Facebook seems to be the centre of accusations.

But, all-clear. According to Facebook’s official statement in June 2016: „Facebook does not use your phone’s microphone to inform ads or to change what you see in News Feed“. So far, researchers have failed to find evidence against this statement (Fowler, 2019).


If Facebook does not listen – how do they know?

Well, Facebook does not need to spy on our conversations, because it already has all the data it needs to propose targeted advertising. In fact, the data we voluntarily share with Facebook (and many other apps) is more than sufficient, even without accessing our microphones (Here you can find out what Facebook knows about you).

There are many ways for Facebook to target us based on our released data, demographics and location. Also, many other websites or apps use Facebook plugins, login and widgets. With this Facebook can collect data on our web journey – what items we look at, what we click on, how much time we are spending reading, what products we put in our shopping cart, etc. Further, Facebook’s algorithm determines that if a friend with similar characteristics likes something, we might be equally interested in the product. Those tracking methods are so precise, that we have the impression that our phone is listening.


But, is your phone still snooping?

Indeed, a study of Northeastern University had some surprising and disturbing findings when investigating 17,260 popular Android apps. The researchers reveal several alarming privacy risks in the Android app ecosystem. According to the study, several apps were taking screenshots or recording videos of smartphone activity and shared that data with third parties in unexpected ways, without the permission of the user (Choffnes et al., 2018). Protecting us against this kind of spying seems impossible.

No, our phones are not listening to our conversations. But isn’t the truth even more disturbing?
What do you think? Did you also already have the feeling your phone was secretly snooping on you for advertising purposes? Do you mind?

 

Bibliography:

Choffnes, D., Lindorfer, M., Pan, E., Ren, J. & Wilson, C. (2018). Panoptispy: Characterizing Audio and Video Exfiltration from Android Applications. Proceedings on Privacy Enhancing Technologies 2018. 18 (4): 1–18.

Facebook. (2016). Facebook does not use your phone’s microphone for ads or news feed stories. [online] Facebook Newsroom. Available at: https://newsroom.fb.com/news/h/facebook-does-not-use-your-phones-microphone-for-ads-or-news-feed-stories/ [Accessed 29.09.2019].

Fowler, B. (2019). Is Your Smartphone Secretly Listening to You? It’s technically possible, but researchers and security experts say the answer is likely no. [online] Consumerreports.org. Available at: https://www.consumerreports.org/smartphones/is-your-smartphone-secretly-listening-to-you/ [Accessed 01.10.2019].

Graham, J. (2019). Is Facebook listening to me? Why those ads appear after you talk about things. [online] USAtoday.com. Available at: https://eu.usatoday.com/story/tech/talkingtech/2019/06/27/does-facebook-listen-to-your-conversations/1478468001/ [Accessed 01.10.2019].

Tiffany, K. (2018). The perennial debate about whether your phone is secretly listening to you, explained. [online] Vox.com. Available at:  https://www.vox.com/the-goods/2018/12/28/18158968/facebook-microphone-tapping-recording-instagram-ads [Accessed 30.09.2019].

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