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The low quality recording features a ballad song that contains sustained strings, mellow piano melody and soft female vocal singing over it. It sounds sad and soulful, like something you would hear at Sunday services.
This song features an electric guitar as the main instrument. The guitar plays a descending run in the beginning then plays an arpeggiated chord followed by a double stop hammer on to a higher note and a descending slide followed by a descending chord run. The percussion plays a simple beat using rim shots. The percussion plays in common time. The bass plays only one note on the first count of each bar. The piano plays backing chords. There are no voices in this song. The mood of this song is relaxing. This song can be played in a coffee shop.
The instrumental music features an ensemble that resembles the orchestra. The melody is being played by a brass section while strings provide harmonic accompaniment. At the end of the music excerpt one can hear a double bass playing a long note and then a percussive noise.
A female vocalist sings this soprano solo. The tempo is slow with a classic orchestral accompaniment of violin harmony, an intense incessant cello melody, brass instrument and organ. The song is an intense, emotional, beseeching, sad, and imploring classic opera .
The low quality recording features a flat male vocal singing over digital piano melody and wooden percussion. The recording is noisy, in mono, loud and distorted.
This is an instrumental jam recording of a gear showcase. There is an electric guitar with a clear sound being played with an echo pedal. It gives the recording a dreamy feeling. This track can be used to lift guitar samples with effect for a beat.
This music is a melodic instrumental. The tempo is medium with a captivating electric guitar lead, rhythmic acoustic guitar, funky bass line, keyboard accompaniment, steady drumming and trumpets. The music is soothing, atmospheric, euphonious, youthful, and soulful. This instrumental is a Soft Rock/Funk pop.
A male singer sings this beautiful melody with backup singers in vocal harmony. The song is medium tempo with a percussive string section, strong bass line, guitar lead, steady drumming rhythm , keyboard accompaniment and various percussion clicks. The song is emotional and romantic. The song is of poor audio quality.
The low quality recording features a folk song that consists of a passionate female vocal singing over harmonica solo, groovy bass, shimmering hi hats, punchy snare, boomy kicks, groovy electric guitar melody and some claps. It sounds passionate and joyful.
This is a calm type of song which features a flute being intricately played on top of the various instruments. There is a violin creating a sustained tone underneath. The music feels mystical and enchanting.
This is a bluegrass music piece. There is a mandolin playing the main tune as the lead while a banjo and an acoustic guitar are supporting it in the melodic background. There is a joyful feeling to this piece. It could be used in the soundtrack of a movie or a TV show with a rural setting. It could also be used in the background of pastoral social media content.
This children's song features a male voice singing the main melody. There are other voices singing backing vocals. This is accompanied by percussion playing a simple beat. A guitar strums the chords accenting the strums in between lines. The bass plays the root notes of the chords with a reggae feel. The keyboards play chords in the background. This song can be played at a children's party.
The Jazz song features a saxophone solo melody played over shimmering shakers, tinny metallic percussions and mellow sustained brass melody. It sounds passionate, emotional and soulful.
This folk song features a male voice singing the main melody in an emotional mood. This is accompanied by an accordion playing fills in the background. A violin plays a droning melody. There is no percussion in this song. This song can be played at a Central Asian classical concert.
A low fidelity recording of a gospel choir with group vocals, a female singer, a male rapper, piano, a busy kick pattern, finger snaps and a slow tempo. The mood is hopeful and spiritual.
A female singer sings and chants with Emily. The tempo is fast with a quick drumming rhythm, percussive bass line, strong drumming rhythm and keyboard accompaniment. The song is exciting and energetic. The song is an anime show soundtrack.
This audio contains a theremin playing a melody in the higher register along to an acoustic piano recording in the background. This song may be practicing theremin playing along with a backing track.
The song is an instrumental. The song is in slow tempo with a theremin playing a melancholic melody with a guitar accompaniment. The song is emotional and lilting. The audio quality is poor.
The low quality recording features a reggae/dub song that consists of a flat male vocal singing over punchy 808 bass, punchy snare, shimmering hi hats and groovy piano chords. It sounds energetic, groovy and the recording is noisy and in mono - due to the fact that the sound is coming from the right channel only.
A loud cymbal sound is opening the space for a digital drum playing a simple groove when an e-guitar-like sound comes in and plays a melody on top. This is an amateur recording. This song may be playing in a sensual movie scene.
The low quality recording features a kids song played through some kind of toy, and it consists of low male vocal singing over some key chords. It sounds distorted and crushed. The recording is noisy and in mono, as it was probably recorded with a poor quality microphone.
This audio contains very strong deep percussive hits and a e-guitar sound also serving as bass. A male voice is singing with a little bit of reverb on his voice. In-between the breaks male voices are singing a melody. This song may be playing in an action movie.
This is a teen pop music piece. There is a teen female vocalist singing melodically. The main tune is being played by the acoustic guitar. There is a bass guitar playing in the background. The electronic drums provide the rhythmic background. The piece has an easygoing atmosphere. This piece could be an opening theme for a teenage drama movie/TV show. It could also be playing in the background at a clothing store.
A male vocalist sings this enthusiastic latin melody. The tempo is medium with keyboard harmony, rhythmic Spanish guitar,percussive congas, bongos and guiro with tambourine beats. There is a loud siren-like sound superimposed over the song. The song is lively, simple,emotional, youthful, rhythmic, catchy with a latin dance grove.
A male guitarist plays the guitar and speaks about technique in this online video tutorial. The male voice is strong and commanding, along with guitar string twang sounds, clearly demonstrating the technique. The audio quality is mediocre.
This is a Polish folk music piece meant to be played at weddings. This is an instrumental piece. The melody is played by a Polish fiddle, while there are occasional notes that can be heard from the background of an instrument that sounds like a mandolin. The rhythmic background is probably from the Polish percussive instrument baraban. There is a joyful atmosphere. This piece could be played at Polish weddings or it could be used in the soundtrack of a historical movie or a TV show that takes place in an Eastern European town.
Low fidelity recording of a live concert. The crowd noise is very loud and the audience is screaming. The audio is distorting. Amidst the crowd noise, beat boxing can be heard performing a house music style beat.
This audio contains an acoustic guitar. The piece is played in fingerstyle. Meaning that the chords and the melody are played at the same time. The guitar has some reverb on it. This song may be playing live at an art gallery.
This is an amateur recording of an Afro-cuban dance music performance. There are male vocals singing joyfully. There is a percussion orchestra made up of diverse elements such as the conga, the bongo and the timbales are playing in the rhythmic background. The atmosphere is lively and vibrant. Although the audio quality is not that great, this piece can still be sampled for use in beat-making.
A male vocalist sings this soft love song. The tempo is slow with a romantic piano accompaniment, groovy bass line, steady drumming and ambient saxophone harmony. The song is a romantic, emotional, mellow, sentimental, proposal or wedding song. This song is a R&B/Soul song.
A digital drum is playing a simple rhythm along with a synth bassline. A very pregnant synth lead i s playing a catchy and repeating melody in the higher register. In the background you can hear feet stumping noises. This song may be playing in a club.
This pop song features a male voice singing the main melody. This is accompanied by programmed percussion playing a simple beat. The snare is struck on alternate counts. The bass plays the root notes of the chords. A synth plays chords on the first count of every bar. A shaker plays a pattern in the background. The mood of this song is romantic. This song can be played in a romantic movie.
Someone is playing a bunch of different digital sounds that are arpeggiated and rising in pitch with dissonant harmonies. This is an amateur recording.
This song is a lively Ukrainian duet. The tempo is fast and upbeat with a bright keyboard harmony, infectious drumming , groovy bass line and rhythmic acoustic guitar. The music is energetic, enthusiastic, lively, high-spirited , cheerful, happy, warm, buoyant and catchy with a simple melody. This song is a Ukrainian Pop song.
This music is instrumental. The tempo is fast with a spirited cello and harpsichord accompaniment. The music is lively, intense, rich, complex , exquisite and engaging. This music a Western Classical.
This middle eastern folk song features a male voice. This is accompanied by a string instrument called the oud playing the melody in between lines. A variety of middle-eastern percussion instruments are played in the background. A tambourine is played on every count. A darbuka plays a simple beat. This folk song can be played in a movie scene set in a Moroccan market.
Someone is playing a simple groove on tablas. In the background you can hear a backing track playing a flute melody along with synth pads, shaker/chime sounds and a tambourine. This song may be playing practicing tablas at home.
This is an Indian dance music piece. The piece opens with a bansuri note. Then, the harmonium starts playing a repeated melody. The rhythmic background is provided by the manjira. The atmosphere is vibrant and lively. This piece is the perfect accompaniment piece for a modern dance course.
The low quality recording features synth pad chords and synth keys chords played over punchy snare, heartbeat kick and shimmering hi hats. It sounds easygoing, chill and groovy.
The female voice sings in the mid range. The drums is playing a fast rock/hiphop groove along with an acoustic bass breaking along with it into another part of the song. One of the e-guitars is playing some chords running through a strong tremolo effect. While the other guitar sounds distorted and takes the lead. One is panned to the left, the other to the right side of the speakers. This song may be playing at a birthday party.
The song is an instrumental. The song is slow tempo with gentle drum brushes, percussion, bass guitar solo, and piano accompaniment gently. The song is groovy and emotional. The song is possibly a Christian worship song or a smooth jazz song. The audio quality is average.
The first song starts with a hihat, e-guitar playing a melody and a bassline. Then the song changes after some radio noise sounds into a pop song containing a piano; male backing voices; synth lead sound and a female singer. These songs may be playing for an advertisement.
The Rock song features an energetic male vocal singing over repetitive electric guitar melody, groovy bass, punchy kick and snare, shimmering hi hats and energetic crash cymbal. There is a short drum roll that represents a variation in a repetitive loop. It sounds energetic and passionate.
A male vocalist sings this soft Korean Melody. The tempo is medium with a romantic piano accompaniment, steady drumming, simple bass lines, chimes, synthesiser arrangements and male vocal backup. The song is a soft, mellow, romantic, emotional, sentimental, dulcet, melodic love song. This song is a Korean Soft Pop/K-pop song.
This is a rock music piece with a male vocal. The synth and the piano are playing the main melody in a minor scale while the bass guitar is supporting them in the background. The rhythm is played by acoustic drums although it is rather slow. The song has a sad atmosphere. It could be played in the background of emotional online content.
A female voice is singing in a higher pitch sounding melancholic. A digital drum is playing an unusual rhythm along with a soft sub bass and loud repeating digital industrial noises. This song may be playing in a post-apocalyptic video game-sequence.
The low quality recording features a live performance of a traditional song and it consists of an echoing male vocal singing over acoustic strings melody, plucked strings melody and wooden percussion. There is a crowd chattering noise in the background. The recording is a bit noisy and it sounds passionate.
The song is an instrumental. The song is medium tempo with a groovy rhythm and fast fingers playing this banjo solo. The song is entertaining and exciting. The song is of poor audio quality and a live performance video.
A male vocalist sings this Rap. The tempo is slow with enthusiastic drumming, syncopated piano harmony, digital beats ,keyboard arrangements with vocal backup and a catchy vocal riff. The rap is catchy, youthful, insightful, enthusiastic, intense, passionate, emotional and persuasive. This song is contemporary Rap/Hip-Hop.
A male vocalist sings this sweet animated song in a foreign language.The tempo is fast with an equally animated and cheerful piano accompaniment. The song is simple, sweet, adorable,catchy, lovable, catchy, upbeat, cute, engaging, winsome and charming. This song is a Children’s song from an animated series.
Afrobeat inspired music with an island flavor. Fingerpicked acoustic-electric nylon string guitar carries the harmony, while a male singer sings freely. syncopated electric bass and drumset meld with various African percussion.
The low quality recording features a guitar tutorial that consists of a flat male vocal talking and counting the rhythm over an arpeggiated acoustic guitar melody. The recording is mono and noisy.
This song contains a female voice singing along to a digital drum playing a four on the floor beat with a kick on every beat and a hi hat on the backbeat. A digital bass and long digital pad sounds are creating an atmosphere. This song may be playing on a tv-show.
This is a parody of an electronic music song with a chipmunk vocal effect. There is an edited version of the original track playing in the background that is transposed to a very high pitch.
This is a recording of an acapella piece by multiple vocalists. The women sing in a high pitched, whistle-like tone while the men sing in lower tones and harmonise with the women. The melody is rapid and progressive.
The Rock song features a passionate male vocal, alongside harmonizing male vocals, singing over wide electric guitar melody, groovy bass guitar, punchy kick and snare hits and some shimmering cymbals. It sounds energetic and kind of addictive thanks to those harmonizing vocals - like something you would hear on a radio during the 00s.
This is an R&B/soul music piece. There is a male vocalist singing melodically and in a sensual manner over multiple tracks. The melody of the beat is provided by a string sample. There is a strong bass sound in the piece. The rhythm is provided by a groovy electronic drum beat. There is an urban feel to this piece. It could be used in the soundtrack of a TV series where two characters are sharing intimate moments.
The song is mostly instrumental with a faint male vocal. The song is medium tempo with a slick drumming rhythm , booming bass line, siren tones and a keyboard playing arpeggiated tones. The song is followed by camera flash and click tones. The song is exciting with a lot of fanfare. The song is fading with the end credits superimposed with camera flash tones.
The Pop song features a passionate male vocal singing over mellow piano chords. It sounds passionate, emotional, mellow and soft.
The low quality recording features a wide resonating woodwind melody. The recording is loud, noisy with some crackles and it sounds harsh.
The song is an instrumental. The song is fast in tempo, with a bagpiper playing a Solo melody accompanied by a drum rhythm and people cheering and clapping wildly. The song is rousing in spirit and fervour. The song has a bad audio quality.
This amateur recording features a classic song. This is an instrumental song featuring a violin solo. This is accompanied by percussion playing a simple beat. A keyboard plays chords in the background with fills in between bars. The bass plays the root note and the lower fifth of the chord. There are no voices in this song. Due to the low quality of sound, the other instruments are unclear. This song can be played in a classic movie.
This is a classical music piece that is being performed on the acoustic guitar. The acoustic guitar is being played in a gentle manner. The tune is in major key which gives the piece an optimistic aura. There is a tender atmosphere to the piece. This piece could be playing in the background at a classy restaurant. It could also be used in the soundtrack of a feelgood movie, especially during the scenes in which the characters are finding pleasure in simple things.
The Metal song features a distorted flat male vocal singing over wide aggressive electric guitar riffs, distorted bass guitar, punchy snare, double pedal kick and shimmering cymbals. It sounds energetic, aggressive and manic - like something you would go into a mosh pit for.
This song sounds lightly uplifting. An e-bass is playing a repeating melody along with a guitar playing an almost melody at a higher key. Another acoustic guitar is strumming chords. The male voice is singing almost rapping/talking while backing voices are singing repeating the melody and phrases. This song may be playing outside on a bike on a sunny day.
This audio contains people playing a melody in the higher register using violins and a viola. Some are playing the melody upwards while others are playing downwards. A cello or upright bass is providing a melody line in the lower register. This song may be playing during a classical concert.
The Low Quality recording features r&b/soul songs sung by passionate male vocalists over fat bass guitar, punchy kick and snare hits and arpeggiated electric guitar melody. There are also some chattering voices in the background, it sounds like it is a live performance.
A male voice narrates a monologue to the rhythm of a song in the background. The song is fast tempo with enthusiastic drumming, groovy bass lines,cymbal ride, keyboard accompaniment ,electric guitar and animated vocals. The song plays softly in the background as the narrator speaks and burgeons when he stops. The song is a classic Rock and Roll and the narration is a Documentary.
A digital drum is playing a simple beat along with some percussive sounds. A bass is playing the same melody as the accordion-like instrument. A male voice is shouting little phrases. This song may be playing a country having a traditional dance.
This song contains two pianos panned to both sides of the speakers playing melodies in the mid to upper range. A female voice, maybe a child sings a melody in a very high pitch. THis song may be playing as part of a movie-scene.
This song contains digital drums playing along with a synth bass line creating the foundation of this song. Some drum elements are panned to both sides of the speakers. A synth lead sound is playing a high pitched melody and a male voice sample is used as a loop to create a melody. This song may be playing for a youtube video.
This pop song features a male voice singing the main melody using vocables. This is accompanied by an acoustic guitar strumming chords. The piano fills at a higher register and also plays chords. The bass guitar plays the root notes of the chords without any flourishes. A shaker is used in the background which acts as the percussion. Hand claps are played at every alternate count. Bells are played on the first count of the first two bars of each phrase. The melody is happy and upbeat. This song can be played in a movie scene featuring a family on a road trip.
A male vocalist sings this trippy Electronic song. The tempo is slow with synthesiser arrangement, digital drums and electronically articulated music. The song is catchy, youthful, enthusiastic, trippy, psychedelic , new age, and groovy. This song is an Electro -Hop/ Hip-Hop.
This is a song for children. The song is in major key as is usual with almost all kids songs. There is a female vocalist in the lead. The melody is being played by an acoustic guitar while a bass guitar plays a simple bass line. The electric guitar is playing delayed notes for texture. The acoustic drums are playing a basic medium tempo beat in the rhythmic background. The atmosphere is easygoing. This piece could be used during activities in a kindergarten.
This clip is an instrumental of two separate tracks. The tempo is medium with the first clip of ambient nature sounds during a rainfall like, thunder, lightning and water flowing followed by a rhythmic clanging of metal. The second clip is sinister music on the synthesiser followed by the buzzing of an electric circuit. The audio is dark, sinister, anticipatory, scary, suspenseful and spooky.
This audio contains a cinematic composition with evolving synth drone sounds. Higher pitched pads, noise sounds panning to both sides of the speakers and arpeggiated short percussive pluck sounds. Some synth strings are playing a dissonant harmony creating more tension. A marimba hit is being played with a lot of reverb. This song may be playing for a movie-scene full of tension.
This song contains acoustic guitars being strummed fast, a mandolin playing the lead melody in a higher pitch and an upright bass providing an almost walking bassline. This song may be playing in the countryside while having a BBQ.
Someone is playing a harp making use of the full register. A bassline, a melody is the mid range and high repetitive note. The whole composition sounds oriental due to a lot of half notes. This song may be playing at a live concert.
The low quality recording features a renaissance music that consists of soft wooden percussion and mellow, harmonized flute melody playing on top of it. The recording is a bit noisy, but it also sounds soulful, mellow, passionate, emotional and vintage - It really puts the listener in a period of renaissance.
This is an alternative music piece used as an outro jingle for a food channel. The vocals are being sung with a vocoder. There is a keyboard playing in the melodic background. A simple acoustic drum beat can be heard playing the rhythm. The atmosphere is trippy.
The R&B music features a male voice singing and being backed by similar male voices from time to time. An electric piano accompanies the singer with long-note chords. The drums play a light rhythm and dictate the flow of the music. Towards the end of the music excerpt a bass guitar starts to play. In the beginning of the passage one can hear a tubular bell being struck once. This sound is very similar to a church bell.
The low quality recording features a live performance of an Alternative/Indie song and it consists of passionate female vocal singing over acoustic guitar strummed chord and wooden percussive element. The recording is noisy and the vocal is slightly moving throughout the stereo image making it unbalanced. It sounds passionate and emotional.
A male vocalist sings this mellow rap. The tempo is medium with a groovy bass line, keyboard harmony , slick drumming and vocal backup. The song is youthful, story telling, passionate, impactful, compelling and engaging. This song is contemporary Hip-Hop/Rap.
This music is a clip of the end of the song. There is no music nor vocals. The audio clip begins with the sound of splashing water followed by ducks quacking before it fades and stops. This song sounds like a Children’s Nursery rhyme about ducks or animals , animal sounds or swimming. It intends to make learning fun and simple.
The low quality recording features a live performance of a gospel song and it consists of passionate male vocal singing over harmonizing mixed choir in the background. The recording is a bit noisy and it has some footsteps sounds in it, but overall it sounds passionate, emotional and soulful - as every gospel song should sound.
This audio contains a female voice speaking in a relaxed and sensual sounding way while you can hear the sound of scratching on a surface.
The song is an instrumental. The song is medium tempo with an accordion accompaniment, violin solo and a flute melody. The song is beautiful and nostalgic. The audio quality is poor. The song has an old gypsy soul to it.
A group of male vocalists sing this happy, upbeat country /bluegrass song. The tempo is fast with vigorous and animated acoustic guitar, banjo, mandolin and auto harp lead and harmony. The song is a live performance with ambient sounds of clapping, cheering and people talking. This song is a cheerful Country Pop/Bluegrass song.
The low quality recording features a jazz song cover that consists of a passionate saxophone melody played over soft hi hats and kick hits, snappy rimshots, smooth bass, organ keys chords and mellow piano chords. It sounds emotional, passionate and reverberant - as it was probably recorded in a medium size room.
Someone is playing a fast melody on a low bansuri flute along with someone playing tablas and a shrutibox in the background. This song may be playing at a live performance.
This is a melodic death metal music piece. There is a male vocal singing using the pig squeal technique in the lead. The electric guitar with heavy distortion is playing a hard-hitting riff. There is a bass guitar playing in the background. The acoustic drums are playing a loud but simple beat. The atmosphere of the piece is violent. It could be used in the soundtrack of a horror movie or a horror video game.
The low quality recording features a pop song performed by passionate male vocalists, followed by acoustic guitar arpeggiated melody and mellow piano melody. It sounds heartfelt and emotional. There are some crowd noises in the background.
This song contains a simple acoustic drum groove with a cowbell sound. Two e-guitars and an e-bass are all playing the same melody spread across the speakers. Another e-guitar is strumming dissonant chords in the background panned to the left side of the speakers. Male voices are singing in a higher key. This song may be playing while cooking with joy.
This heavy metal song features a female voice rapping the main vocals. The voice is aggressive and high pitched. This is accompanied by distortion guitars playing aggressive riffs. The distortion guitars play using muted power chords lending a heavy tone to the rhythm section. The bass follows the same riffs as the guitars. The percussion plays an aggressive rock beat using double kicks in parts, following the guitar riffs. This song has a rebellious mood. This song can be played in a Transformers-style machine movie.
This amateur recording clip features the bagpipes playing a melody. This tune is played at a fast tempo and at a high pitch. There are no other instruments in this song. There are no voices in this song. This song is an instrumental. This song can be played in a village fair. The sound of the crowd cheering is heard throughout the song.
The low quality recording features a live performance of traditional folk song and it consists of distorted, passionate female vocal singing over subtle sitar melody. The recording is noisy and it sounds emotional and passionate.
This music clip is of a male vocalist doing a beat box. The tempo is medium fast with the vocalist imitating the digital drums, turntable and Dj mixer to a perfection. This vocal percussion is lively, rhythmic, youthful and engaging.
This song features a piano melody being played. It is played on an ascending scale. The sound of a plane propeller is played on top of this music. At the end; a male voice is heard in a narrating tone. There are no other instruments in this song and no vocal melody is sung in this clip. This music can be played in a classic silent movie.
This is a hip-hop piece. There is a male vocal rapping at the forefront while other male vocals can be heard singing ad-libs. A repeated theme is being played by a keyboard. A synth bass with low-to-mid characteristics can be heard playing in the background. The rhythmic background consists of a hard-hitting electronic drum beat. The atmosphere is groovy. This piece could be played at nightclubs. It would also suit well with a sports venue setting.
The low quality recording features a live performance of loud steel pans melody over playback instrumental that consists of shimmering hi hats, open hats and "4 on the floor" kick pattern. There are some crowd talking noises in the background. It sounds exotic and energetic.

Google/MusicCapsの音楽をスペクトログラムにしたもの

  • Google/MusicCapsのスペクトログラム。カラーバージョンも作っておく.

基本情報

  • sampling_rate: int = 44100

参考資料とメモ

  • (memo)ぶっちゃけグレースケールもカラーバージョンをtorchvision.transformのグレースケール変換すればいいだけかも?
  • ダウンロードに使ったコードはこちら
    • 参考:https://www.kaggle.com/code/osanseviero/musiccaps-explorer
    • 仕組み:Kaggleの参考コードでwavファイルをダウンロードする->スペクトログラムつくりながらmetadata.jsonlに
      {"filename":"spectrogram_*.png", "caption":"This is beautiful music"}
      
      をなどと言ったjson列を書き込み、これをアップロードした
  • Huggingfaceのデータビューアが動かなくなったら、一度GoogleColabでそのデータセットをダウンロードしてみることもおすすめ
  • 意外とHuggingfaceがバグっているだけかも(実話(´;ω;`))
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