Spotify May Soon Recommend Music Based on Your Emotional State, Surroundings, Patent Tips

HamaraTimes.com | Spotify May Soon Recommend Music Based on Your Emotional State, Surroundings, Patent Tips

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Spotify has been granted a patent for new tech that can suggest songs to users based on the analysis of their voice data. The global audio and music streaming giant had first applied for this patent in February 2018 and it was granted by thr United States Patent and Trademark Office (USPTO) this month. The patent outlines tech that will be able to identify diverse personal traits like тАЬemotional stateтАЭ of the users and suggest content based on this model. Spotify was earlier granted another rather unsettling patent that involved curating a user’s Spotify experience based on their personality traits.

The patent titled тАЬIdentification of taste attributes from an audio signal,тАЭ describes a method for processing an audio signal input from users тАУ including speech content and background noise тАУ to identify playable content based on the input.

In the patent description, the Swedish audio and music streaming giant explains that тАЬit is common for a media streaming application to include features that provide personalised media recommendations to a userтАЭ. A common approach that Spotify employs to identify a listener’s music taste is by using basic information like age or gender.

The new patent takes it a step further and uses voice recognition technology to тАЬcollect the taste attributes of a userтАЭ. The patented technology aims to detect the тАЬintonation, stress, rhythm, and the likes of units of speechтАЭ and combine it with тАЬacoustic information within a hidden Markov model architectureтАЭ so that Spotify with be able to categorise the user’s mood as тАЬhappy, angry, sad, or neutralтАЭ.

Spotify details that the emotional state, gender, age, and accent of the speaker providing the voice is analysed. The metadata collected by the technology will also indicate the number of people in the environment in which the audio signal is input.

All this metadata is gathered and analysed along with a Spotify listener’s тАЬprevious requests,тАЭ тАЬlistening and rating history,тАЭ тАЬlinks to associated profiles such as those of the user’s friends or colleaguesтАЭ, and тАЬthe user’s existing music collection and/or libraryтАЭ.

According to the Spotify patent filing, the output will be the audio output of music corresponding to the preferences, or a display of recommended next music tracks corresponding to the preferences. The output could also be to simply provide a recommendation on a visual display.

Spotify has earlier patented another technology that can recommend music to users based on their personal traits. This patent aimed to categorise users under different personality models like openness, agreeableness, extroversion, neuroticism, and conscientiousness. This type of a categorisation had raised some eyebrows because of the seemingly unsettling personality categorisation method used by Spotify.

The audio and music streaming giant is known for its algorithm that suggests new audio content for its users. While the new Spotify patent doesn’t come as a surprise, the effectiveness or the problematic factors that the new technology entails will only be known to the users if it hits the market.

Readers should note that companies patent technologies they have conceptualised, but may not necessarily use the concept in a marketed product. Thus, we urge readers to take the latest Spotify patent and direction it points the company as only a possibility for the future.


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