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Automated Classification of Emotions Using Song Lyrics

Description: This thesis explores the classification of emotions in song lyrics, using automatic approaches applied to a novel corpus of 100 popular songs. I use crowd sourcing via Amazon Mechanical Turk to collect line-level emotions annotations for this collection of song lyrics. I then build classifiers that rely on textual features to automatically identify the presence of one or more of the following six Ekman emotions: anger, disgust, fear, joy, sadness and surprise. I compare different classification systems and evaluate the performance of the automatic systems against the manual annotations. I also introduce a system that uses data collected from the social network Twitter. I use the Twitter API to collect a large corpus of tweets manually labeled by their authors for one of the six emotions of interest. I then compare the classification of emotions obtained when training on data automatically collected from Twitter versus data obtained through crowd sourced annotations.
Date: December 2012
Creator: Schellenberg, Rajitha
Partner: UNT Libraries

Music With and Without Lyrics Increases Motivation, Affect, and Arousal during Moderate-Intensity Cycling

Description: Music is used to distract, energize, and entertain during exercise by producing positive psychological and physiological responses. Specifically, listening to music during exercise enhances performance, increases motivation, improves affect, and optimizes arousal. Researchers have identified several elements of music that may moderate this relationship, including lyrics. However, few studies to date have examined the influence of motivational lyrics on psychological and physiological states during exercise. Thus, the primary purpose was to investigate the effects of lyrics in music on motivation, affect, arousal, and perceived exertion during moderate intensity cycling. Thirty (Mage = 21.0 ± 2.9 years old) college-aged individuals performed three, 8-min acute bouts of moderate-intensity exercise on a cycle ergometer during music with lyrics (ML), music without lyrics (MNL), and no music control (MC) conditions. Measures of motivation, affect, arousal, and perceived exertion were taken before and after a 6-min warm-up, every 2-min during the exercise bout, and following a 2-min cool-down. For ML and MNL conditions, participants reported higher motivation, affect, and arousal during exercise relative to the MC condition. As expected, RPE increased throughout the exercise period, with no condition differences observed. Additionally, there were no differences in responses between the ML and MNL conditions. Collectively, these results suggest that music, regardless of lyrical content, can enhance psychological responses during exercise. The current findings may help address common exercise barriers and inform exercise practitioners on music selection to improve exercise adherence.
Date: August 2017
Creator: Marshall, Daniel N
Partner: UNT Libraries

Phaeton

Description: Libretto of the opera "Phaeton," by Philippe Quinolt. The plot is based on an episode in Ovid's Metamorphoses. In the plot, Phaethon, son of Climène and Soleil [the Sun], is filled with excessive ambition and pride. He abandons his beloved, Théone, and requests to the King of Egypt the hand of his daughter Libie. Climène, who after consulting the sea god Proteus knows of the demise that her son's avarice will bring upon himself, tries in vain to discourage his ambition for the throne of Egypt and urges him to renew his love for Theona. However, Phaeton goaded by the taunts of his rival, Epaphus, rides recklessly across the sky in his father's chariot. The spectacular ending includes Jupiter's thunderbolts aimed at stopping Phaethon's wild ride, and Phaethon crashing onto earth where he dies. An ensemble and chorus provide a sorrowful denouement. On the title page for this opera, there is a lithograph illustration of the god Apollo holding a lyre and the goddess Euterpe playing a stringed instrument that resembles a guitar. It also depicts the fleur de lis, and on the background, an allegorical image Louis XIV, the Sun King. It also includes an engraved frontispiece titled, "Le trébuchement de Phaeton" (The Fall of Phaeton) by Jean le Pautre.
Date: 1683
Creator: Quinault, Philippe, 1635-1688.
Partner: UNT Music Library

Astrée

Description: Libretto of the 1691 opera "Astrée" by Jean de la Fontaine. Pascal Collasse composed the music of the opera which premiered under the title "Astrée et Céladon" on November 25, 1692.
Date: 1691
Creator: La Fontaine, Jean de, 1621-1695
Partner: UNT Music Library

Estebanillo: zarzuela en tres actos, en verso

Description: Libretto of the three-act zarzuela "Estebanillo" by Ventura de la Vega. The plot is an adaptation of the ca. 1634 Spanish comedy, "Fortuna te dé Dios, hijo" (May God give you good luck, son), by the playwright Tirso de Molina's. The zarzuela is also known by the title "Estebanillo Peralta." It was premiered in 1855 at the Teatro del Circo (built in 1834 and destroyed by fire in 1876).
Date: 1855
Creator: Vega, Ventura de la, 1807-1865.
Partner: UNT Music Library

Isis, tragedie en musique

Description: Libretto of the opera "Isis," by Philippe Quinolt. The music of the opera was composed by Jean-Baptiste Lully's and premiered on January 5, 1677 at St. Germain-en-Laye. The libretto is a loose adaptation of one of the episodes in Ovid's Metamorphoses. The plot resembles that of Lully's previous opera, Atys. It is set in pastoral and divine realms. In the opera, Jupiter courts the nymph Io, and jealous Juno imprisons her under the hundred watchful eyes of Argus. The god Mercury helps Io to escape and turns Hiérax, Io's former lover, into a bird when he tries to interfere. Then, Juno orders a Fury to torment Io. After a series of tortures, Io invokes Jupiter who interferes with Juno promising he will be faithful to her in exchange of her sparing Io. Juno then transforms Io into the Egyptian goddess Isis. On the title page for this opera, there is a lithograph illustration of the god Apollo holding a lyre and the goddess Euterpe playing a stringed instrument that resembles a guitar. It also depicts the fleur de lis, and on the background, an allegorical image Louis XIV, the Sun King.
Date: 1677
Creator: Quinault, Philippe, 1635-1688.
Partner: UNT Music Library

Proserpine

Description: Libretto of the opera "Proserpine," by Philippe Quinolt; the plot is based on the story of the abduction of Proserpine and her descent into Hades, and also on Ovid's Metamorphoses, its original source. In the plot, Cerés, the goddess of the earth, summons the nymph Aréthuse to guard her daughter Proserpine. Aréthuse protests, and tells Cerés of her love for Alphée, the river god, but the anxious mother warns her she should not let her own feelings interfere with the assigned task. Alphée assumes that Aréthuse abandoned him to look after Proserpine. Taking advantage of the situation, Ascalaphe, Pluto's envoy, encourages Alphée's belief in Aréthuse's supposed infidelity; then, persuades both Alphée and Aréthuse into letting Pluto watch over Proserpine. Alphée and Aréthuse agree and as the lovers' attention wanders, Pluto seizes Proserpine and abducts her. Cerés learns of her daughter's abduction and in despair decides to withhold her gifts that give earth prosperity. When Alphée and Aréthuse finally reach Proserpine, they find that she has already eaten of the grain and tasted the fruit of the underworld, which condemned her to Pluto's control. Proserpine begs Pluto for mercy, but the love-stricken god refuses to free her. Pluto summons his judges and three furies, who support his claim to keep Proserpine with him, even at the cost of bringing devastation to earth. As Cerés laments, Alphée and Aréthuse approach to tell her that Proserpine is held by Pluto and that she is now the queen of the underworld. Cerés calls Jupiter and demands the return of daughter. Mercure descends and tells Cerés that the gods heard her plea and reached a compromise to allow Proserpine to be Pluto's wife and queen, while spending several months of each year with her mother. The title page contains a lithograph illustration of a winged ...
Date: 1680
Creator: Quinault, Philippe, 1635-1688.
Partner: UNT Music Library

Roland

Description: Libretto of the opera "Roland" by Philippe Quinault; he based the plot of Roland on medieval legends of chivalry, setting episodes from Ludovico Ariosto's epic poem "Orlando furioso." Roland centers on the conflict between duty and love and the intervention of goddesses. This copy includes includes handwritten annotations of performers' names, and a frontispiece engraving undersigned by Jean Dolivar (i.e., Juan Dolivar) that illustrates one of the scenes from the opera. Jean-Baptiste Lully composed the music of the opera which premiered on January 8, 1685.
Date: 1685
Creator: Quinault, Philippe, 1635-1688.
Partner: UNT Music Library

Zephire et Flore

Description: This is a digital reproduction of the 1688 libretto of the opera "Zephire et Flore" by Michel Du Boullay. The music of the opera is attributed to Louis and Jean-Louis Lully, sons of Jean-Baptiste Lully. It was performed for the first time on March 22, 1688 at the Palais Royale in Paris.
Date: 1688
Creator: Duboullay, Michel
Partner: UNT Music Library

The Beatles as Poets (1965-70)

Description: Poster presentation for the 2005 University Scholars Day at the University of North Texas. This poster analyzes and identifies the poetic elements of The Beatles' lyrics from 1965 to 1970. The primary goal is to demonstrate that the band's lyrics are serious poetry, not merely performance.
Date: March 31, 2005
Creator: Murphy, Stephanie M. & Baird, James L.
Partner: UNT Honors College

Enée et Lavinie

Description: Libretto of the opera "Enée et Lavinie" by Bernard le Bovier de Fontenelle. Pascal Collasse composed the music of the opera which premiered on November 7, 1690. The plot, which Bovier de Fontenelle adapted from Virgil's "Aeneid, Book vii," revolves around the marriage of Enée (i.e., Aeneas) to the Latin bride Lavinia.
Date: 1690
Creator: Fontenelle, M. de (Bernard Le Bovier), 1657-1757
Partner: UNT Music Library

Thetis et Pelée

Description: Libretto of the opera "Thetis et Pelée" by Bernard le Bovier de Fontenelle. In the plot, the Nereid Thetis is wooed by Jupiter and Neptune, as well as by a mortal, Pelée (Peleus). When a storm caused by Neptune disrupts a celebration Jupiter gave in honor of Thetis, an oracle is consulted, which foretells that Thetis's husband will one day be less powerful than his son. Neptune and Jupiter withdraw their claims, and Thetis marries Pelée. Pascal Collasse composed the music of the opera which premiered at the Paris Opéra on January 11, 1689. This copy includes an engraved frontispiece titled, "Thetis et Pelée" by Juan Dolivar (undersigned as J. Dolivart).
Date: 1689
Creator: Fontenelle, M. de (Bernard Le Bovier), 1657-1757
Partner: UNT Music Library

Coronis

Description: Libretto of the 1691 "Coronis," a French lyrical genre called pastorale-heroïque, representing the love of nobles or gods often disguised as shepherds (or shepherdesses) in Arcadian settings. Daniel-Paul Chappuzeau de Baugé wrote the libretto and Teobaldo de Gatti composed its music.
Date: 1891
Creator: Chappuzeau de Baugé, Daniel-Paul.
Partner: UNT Music Library

Le tonnelier

Description: Libretto of the comic opera "Le tonnelier" (The cooper) by Nicolas-Médard Audinot in collaboration with Antoine-François Quétant. The music of this one-act opera is a pasticcio of works by Gossec and other contemporaneous composers. Typical of the genre, the opera contains a variety of musical forms (airs, romance, vaudeville, and recitatives) and the dialogues are interspersed with additional airs, possibly using popular tunes. This copy includes (on pp. 52 and 54-56) notated melodies of airs.
Date: 1765
Creator: Audinot, Nicolas Médard, 1732-1801. & Quétant, Antoine-François, 1733-1823.
Partner: UNT Music Library

Les deux journées

Description: Vocal score of Luigi Cherubini's rescue opera "Les deux journées" (also known by the title, The water carrier) to a libretto by Jean-Nicolas Bouilly. The first performance took place in Paris at Théâtre Feydeau on January 16, 1800 followed by 56 performance during that year. Les deux journées remained in the international repertory of operas for most of the 19th century. The piano reduction contains the text in French and German.
Date: 1800~
Creator: Cherubini, Luigi, 1760-1842.
Partner: UNT Music Library

Amadis, tragedie en musique

Description: Libretto of the 1684 opera "Amadis," by Philippe Quinolt. The premiere of Amadis was delayed for a year after Lully completed its composition in order to allow the proper mourning period for Marie Thérese, wife of Louis XIV, who died in July of 1683. While still abstaining from theater at court, Louis XIV at last allowed the first public presentation of "Amadis" at the Opéra in Paris on 18 January 1684. It was an immediate public success. On the title page for this opera, there is a lithograph illustration of the god Apollo holding a lyre and the goddess Euterpe playing a stringed instrument that resembles a guitar. It also depicts the fleur de lis, and on the background, an allegorical image Louis XIV, the Sun King.
Date: 1684
Creator: Quinault, Philippe, 1635-1688.
Partner: UNT Music Library

Cendrillon

Description: Libretto of the 1759 pastiche-style comic opera "Cendrillon," by Louis Anseaume. The songs were contributed by the singer-composer Jean-Louis Laruette and Egidio Duni, which they likely adapted from fashionable tunes. "Cendrillon" (Cinderella in English) premiered in Paris at Foire St-Germain on February 21, 1759. The opera underwent two revisions before the definitive version of 1764. Anseaume adapted the plot the fairy tale by Charles Perrault. This copy includes (from pp.54-63) notated melodies of airs and recitatives.
Date: 1759
Creator: Anseaume, M. (Louis), 1721-1784.
Partner: UNT Music Library

La favola di Orfeo

Description: Libretto of the opera "La favola di Orfeo" in several verse forms. Poliziano's version of the legend of Orfeo differs from the story in Monteverdi or Gluck's operas. In Poliziano's ending, Orpheus is torn to pieces by the maenads (or Bacchantes). This copy includes Bernardino Baldi's eclogue "Celeo e l'Orto," a culinary poem that describes the production of polenta.
Date: 1749
Creator: Poliziano, Angelo, 1454-1494. & Baldi, Bernardino, 1553-1617.
Partner: UNT Music Library

Country Music as Communication: A Comparative Content Analysis of the Lyrics of Traditional Country Music and Progressive Country Music

Description: The purpose of this study was to determine whether the themes and values represented in lyrics of progressive country music are significantly different from those of traditional country music. Content analytical techniques were used to determine, first, themes and, second, attitudes reflected in those themes in each type of song. The chi square test of independence was u-ilized, and a difference significant to the .05 level was found between themes and attitudes of lyrics in the two song types.
Date: May 1980
Creator: Vanderlaan, David J. (David James)
Partner: UNT Libraries

Elements of Musical Composition; comprehending the Rules of Thorough Bass, and the Theory of Tuning.

Description: Manual describing musical composition for beginners. The manual is divided in 9 chapters and includes 479 musical examples engraved in 59 pages at the end of the book, as well as four plates with figures (plate no. II appears at the beginning of the book. The musical examples cover the following subjects: scales, intervals (diatonic and chromatic) and their inversion, counterpoint rules, harmonic progressions, use of non-harmonic tones (suspensions, passing notes, appoggiaturas, and upper-lower neighbor. It also includes several examples taken from Handel's "Dettingen Te Deum," "Messiah," and from Haydn's oratorio "Creation," among others.
Date: 1812
Creator: Crotch, William, 1775-1847.
Partner: UNT Music Library