Tag Archive | United Nations

Machinic Ballads: Alan Lomax’s Global Jukebox and the Categorization of Sound Culture

100 Years of Lomax4

Today, SO! continues its series reconsidering the life and work of Alan Lomax in his centenary year, edited by Tanya Clement of The University of Texas at Austin. We started out with Mark Davidson‘s reflections on what it means to raise questions about the politics behind Lomax’s efforts to record and collect folk music, and continued a few weeks later with Parker Fishel‘s consideration of Lomax’s famous “Southern Journey” and how it has been appropriated by musicians more recently.

With Clement’s own article below, the series begins to rethink Lomax as a touchstone in current and continuing drives to collect, measure and compute sonic cultures, something that seems hot all of a sudden (see, for instance, coverage of recent digital analysis of trends in pop music at Queen Mary University of London). In her thoughtful, illuminating and inspiring article below, Clement challenges us to consider the politics behind these efforts to search, retrieve and analyze audio, something that the case of Lomax throws into stark relief.

— Special Editor Neil Verma

When the Association for Cultural Equity, an organization that Alan Lomax founded in 1983, announced the release of 17,000 music tracks from Lomax’s fieldwork collections, the New York Times heralded the release as a manifestation of Lomax’s Global Jukebox project, a computational experiment for accessing and studying his vast multimedia collection of the world’s culture. The Times piece likens Lomax’s project to Pandora, which allows the listener to search for music “like” music she has already found. Lomax’s biographer, John Szwed, also makes this comparison but modifies his description by proclaiming that unlike Pandora’s recommendations which are “based on personal taste” and “tend to lead sideways . . . to production style,” Lomax’s Global Jukebox idea held the potential to point a listener to “deeper principles of cultural and musical organization” (The Man Who Recorded the World 391).

Gobsmacked by whizbang possibilities, neither the Times nor Szwed discuss the deeper principles behind Lomax’s attempt to represent culture as a global search engine. In the context of the powerful work being accomplished in the Music Information Retrieval (MIR) community and my own project (HiPSTAS) to develop software for making sound collections searchable and accessible, In this article I will argue that how we build systems for searching and retrieving and browsing cultural artifacts as data is a profoundly political act. Recognizing such politics suggests that Lomax’s Global Jukebox project serves as a cautionary tale for how social and cultural contexts — or what Donna Haraway calls our “ways of being” — are reflected in the systems we develop.

John A. Lomax Collection in UT Folklore Center Archives, Small Multiples. Instrumental sections are in red, spoken sections are in green, and sung sections are in blue. Click to see the full-size image. John A. Lomax Collection in UT Folklore Center Archives, Small Multiples. Instrumental sections are in red, spoken sections are in green, and sung sections are in blue. Click to see a full-size version.

John A. Lomax Collection in UT Folklore Center Archives, Small Multiples. Instrumental sections are in red, spoken sections are in green, and sung sections are in blue. Click to see a full-size version.

The Singer with the Song

The year that Alan Lomax was born (1915), his father John Alan Lomax published a landmark piece heralding seven new types of American ballads for study. American ballads, he argues “reveal the mode of thinking, the character of life, and the point of view, of the vigorous, red-blooded, restless Americans, who could no more live life contented shut in by four walls than could Beowulf and his clan, who sailed the seas around the coasts of Norway and Sweden” (“Some Types of American Folk-Song”, 3). Unlike any other collection of ballads, John’s “American ballad” included the ballads of the miner, the lumbermen, the inland sailor, the soldier, the railroader, “the ballads of the negro; and the ballads of the cowboy . . . [and] the songs of the down-and-out classes, — the outcast girl, the dope fiend, the convict, the jail-bird, and the tramp” (3). Governed by a laudable goal to record the songs of folk cultures at the fringes of mainstream society, the senior Lomax’s view of the communities where he would collect his songs (including jails and state farms), was complex, and can fairly be called both progressive as well as racist (Porterfield 170).

John and Alan went on seven collecting trips together between 1934 and 1936 and co-authored five books on their return. On these trips, they collected songs from people on the street in cities like New Orleans and people in the country, from both church-goers and prisoners. While John held romanticized views of the “noble” southern black man, Alan, on the other hand, indicated a more nuanced understanding of the complexities inherent to his father’s attempt to generalize patterns of “folk” for study. Alan linked “the singer with the song” and was interested in the politics behind prisoners made to sing with guns at their backs and in the cultural lives of people that were so poor in means but so rich in “beautiful harmony, with enormous volume, with total affection” (Szwed 49). While Alan maintained that he was interested in the individual’s story, John believed that “a genuine ballad has no one author. It is therefore the expression of no one mind: it is the product of the folk . . . It might have been written by any one” (“Some Types of American Folk-Song”, 1).

John A. Lomax Collection in UT Folklore Center Archives, Small Multiples. Instrumental sections are in red, spoken sections are in green, and sung sections are in blue. Click to see the full-size image.

John A. Lomax Collection in UT Folklore Center Archives, Small Multiples. Instrumental sections are in red, spoken sections are in green, and sung sections are in blue. Click to see a full-size version.


The Global Jukebox project demonstrates an almost complete reversal in Alan’s concerns. The studies behind the Global Jukebox include Alan’s Cantometrics and Choreometrics, in which he produces taxonomies for studying song and dance and his Parlametrics project, an “experiment in metalinguistics,” which Alan and his collaborators describe as a taxonomy of “patterns of style” in speech based on dynamic changes in pitch, loudness, speed, spacing, rhythm, and timbre (“A stylistic analysis of speaking”). These taxonomies show that Alan’s early consideration for the individual performer gave way to a desire to make folk study more scientific as a cultural mapping like what his father espoused rather than what Szwed and others have seen as Alan’s concerns with the situated politics of individuals.

Alan’s Parlametric study serves as good example. Approaching delegates from the United Nations and soliciting mail-in samples from regions not covered by the U.N. volunteers, Alan and his team collected representative recordings of 114 languages. Then, in order to study the “generally neglected meta-communicational level” in these recordings, the team designed a rating system including 50 codes that (1) “described the distinctive features of each recording,” and (2) “tended to cluster the recordings into sets of similars” that Alan maintains anyone could “readily use” to record “salient differences in conversation style” (19). These clusters pointed to 14 factors that Alan and his team would use to categorize the cultures from which they received samples:

  1. Repetitiveness
  2. Timing
  3. Speech length
  4. Upglides
  5. Descending cadence
  6. Syllabification
  7. Drawl
  8. Empathy
  9. Space
  10. Dominance/Sharing
  11. Relaxed/Tense
  12. Noise
  13. Breathy
  14. Forceful

Using these factors, Alan makes some broad assertions. The association of clear syllabification” (the degree to which syllables run together) “is most strongly predicted among gardeners with domesticated animals” and “[t]he association of clear syllabification to feminine autonomy is suggested by the discovery that this mode of speaking predicts and is predicted by permissive rather than restrictive premarital sexual mores” (27). Further, “Dominance vs. Sharing of conversation space” is strongly correlated with settlement size and severity of sexual sanctions,” a statement that Alan immediately rationalizes by noting that “this relation between a more crowded social space, high sexual tension and increased rate of interaction seems to make good sense, even if it does not account for every possibility” (31).

These spurious and broad generalizations were what Lomax hoped to facilitate for all with his Global Jukebox as the access point for “the first numerical models of the full range of global cultural variation in holistic form” for “the scientist, the layman, and the student to explore, experience, and manipulate the broad universe of culture and creativity in a systematic fashion, with audio-visual illustrations at every turn of the road” (“The Global Jukebox,” 318). By leveraging his taxonomies of song, dance, and speech in the computer age, Alan could suddenly associate and differentiate cultures holistically and en masse.

A visualization of a song in ARLO

A visualization of a song in ARLO. Click to see a full-size version.

Machinic Methods / Humanistic Questions

As someone who works in the liminal spaces between the humanities and technology, between cultural studies and critique and the machines that increasingly function both as access points and barriers to our cultural artifacts, I see Alan’s switch to generalizable taxonomies as par for the course in the digital age. My own >HiPSTAS project’s primary objective is to develop a virtual research environment in which users can better access and analyze spoken word collections of interest to humanists. We understand that in order for us to search digital sound artifacts, we have to create taxonomies, metadata, keywords and other generalizable frameworks that facilitate discovery.

At the same time that we are using machinic methods, however, we can still ask humanistic questions that open up rather than close down debates and dialogues. In a recent test for the HiPSTAS project, for example, we used machine learning to analyze the recordings in the UT Folklore Center Archives, which comprises 219 hours of field recordings collected by John and Alan Lomax, Américo Paredes, and Owen Wilson, among others (UT Folklore Center Archives, ca. 1928-1981, Dolph Briscoe Center for American History, University of Texas at Austin, Box 2.325/R). In our attempt to predict the presence of different sonic patterns including instrumental music, singing, and speech, the results of our analysis are noteworthy as the visualization shown in this brief movie demonstrates.

from Tanya Clement on Vimeo

Within the results, we see a visualization of how many seconds comprise each file (in blue) and how many of those seconds for each file our software has predicted the presence of instruments (green), speech (red), and song (purple). A subtle yet striking difference emerges in the comparison between the Lomax recordings (created 1926-1941), which are the oldest in the collection, and the others, which were created up until 1968. The Lomax recordings (primarily created by John Lomax) consistently contain the least amount of speech in comparison to what the other files contain.

Of course, there are a number of ways you can read these results. Given the conversation above, one could hypothesize that perhaps the Lomaxes were primarily interested in their participants’ songs rather than their stories. One could also think about it in terms of recording capabilities across time. When the Lomaxes were first recording, John Lomax writes, “The amplifier weighed more than one hundred pounds; the turntable case weighed another one hundred; two Edison batteries weighed seventy-five pounds each. The microphone, cable, the tools, etc., accounted for sufficient weight to make the total five hundred pounds. . . . In order to carry them in the car I tore out the back seat . . .” Even in 1967, forty years later, good recorders still weighed 70 pounds and required a car battery, but tapes were longer and costs were less. More tape and more time at less cost both financially and physically had a big impact on what researchers recorded. At the same time, the data shows that the later recordings are not much longer, but do seem to have more seconds of speech.

There is a danger in these kinds of machine-generated generalities. We employed taxonomies (instrumental, sung, speech) to teach the machine to categorize these patterns, but why these patterns? Are there others? Or did I choose these based on what I already wanted to say about the Lomaxes’ practices? And, I haven’t even mentioned here the subjective practices inherent to choosing algorithms for such work.

These kinds of questions require more research, and more contextualization than this aggregated data set can show. Just as the ballads that John and Alan Lomax once collected were written and sung by someone, so were the communities that Alan interpreted through his Parlametrics made up of individuals, not types. Perhaps Alan’s desire “to record the world” was just and Google, the collector, categorizer, and interface for all things on the Internet, isn’t evil. But the Global Jukebox Project serves as a cautionary tale about the politics behind the speed and efficiency that machinic methods seem to promise, a politics that needs to be far less opaque about its deeper principles and problems.

Tanya Clement is an Assistant Professor in the School of Information at the University of Texas at Austin. She has a PhD in English Literature and Language and an MFA in fiction. Her primary area of research is scholarly information infrastructure. She has published widely on digital humanities and digital literacies as well as scholarly editing, modernist literature, and sound studies. Her current research projects include High Performance Sound Technologies in Access and Scholarship (HiPSTAS).

Featured image: “Day 21 – Waveform” by Flickr user evil_mel, CC BY-NC 2.0

tape reelREWIND! . . .If you liked this post, you may also dig:

Revising the Future of Music Technology — Aaron Trammell

SO! Amplifies: Carleton Gholz and the Detroit Sound Conservancy — Carleton Gholz

Sounds of Science: The Mystique of Sonification — Margaret Anne Schedel

The “Tribal Drum” of Radio: Gathering Together the Archive of American Indian Radio


Over the next few weeks, Sounding Out! is proud to offer a new Thursday series spotlighting endangered radio archives across the United States, the kind of resources whose recognition and preservation could not only change media history, but also how we conceive of media history – and the voices that belong in it.

Our writers are part of an effort that is historic in its own right, the Radio Preservation Task Force (RPTF), part of the National Recording Reservation Plan at the Library of Congress. Over the past six months, under the guidance of Christopher Sterling (George Washington University) and Josh Shepperd (Catholic University), the RPTF has drawn together more than 120 faculty researchers and advisors from across the country who in turn have spread the word to create a network of more than 270 archives that hold recordings of broadcast radio, with the goal of creating a national inventory of finding aids and encouraging preservation and modernization through digital access.

If you’ve got archival broadcast radio that can’t be got online and maybe nobody even knows about — in any format or genre, national or local, high-powered or low, commercial or college, in a display or a shoebox – then we want you.

The coming months will see a second campaign of archive recruitment – I’ve taken on a role as Network Director to help coordinate that – as the RPTF rolls out a new working association with the American Archives of Public Broadcasting and gears up for a conference at the Library of Congress in early 2016, for which radio historian Michele Hilmes will be the Program Director.

Drawing on this vast effort, SO! will be bringing you stories of gaps in the record, voices we’ve long missed and need to recover, and some we are in danger of losing for good. We begin with a post by Josh Garrett-Davis, a PhD Candidate at Princeton University pursuing unique research into the long-unrecognized and uncatalogued history of Native American broadcasting.

Pursuing that history requires hard work and persistence; it also requires reimagining what counts as an archive in the first place.

— Special Editor Neil Verma

Despite dire poverty across most of the archipelago of semi-sovereign Native American land often called “Indian Country,” radio receivers had become a normal part of life there by the Great Depression. For example, as contemporary publications and later memoirs and oral histories reveal, after work hours in the camps of the Indian Emergency Conservation Work program (the Indian CCC) from northern Minnesota to the Southwest and the West Coast, many men and women listened to the wider world—even following Admiral Richard Byrd’s broadcasts from as far away as Little America, Antarctica.

Listeners, yes. But when did Native people take up the means of production, so to speak, and generate broadcasts themselves? In his history of Native radio, Signals in the Air, Michael C. Keith quotes several sources suggesting little sustaining programming existed until the first Native-owned and -oriented station appeared in New Mexico in 1972. As a sort of internal colony of the United States, Indian Country heard only imperial broadcasts for half a century. The “right to establish their own media in their own languages” in addition to “access to all forms of non-indigenous media without discrimination”—as described in the U.N.’s 2007 Declaration on the Rights of Indigenous Peoples—arrived remarkably late, and are still not fully granted to Native people. Quite recent are the 53 stations catering to Indian communities, and vital national programs like Native America Calling.

But Native people did speak and sing over the airwaves in earlier decades. In some cases a direct or indirect archive even exists, and undoubtedly more will emerge as radio archives more generally are preserved and cataloged through efforts such as the Radio Preservation Task Force of the National Recording Preservation Plan. The trouble is that the cumulative archive of early Indian radio has not been identified as a valuable record or really as a coherent archive at all, perhaps due to compounded misconceptions of radio as an inconsequential documentary record, and of American Indians as technological naïfs. In this post I call attention to the scattered fragments of this archive, which should be recognized as an important heritage for the recent progress in Indigenous media, echoing the various ways Native people seized limited opportunities once broadcast technology appeared.

Here is an initial attempt to quilt a few of those pieces into a pattern:

Widespread broadcasting started at about the same moment—the 1920s—as the first agitation toward tribal political sovereignty in the (constrained) twentieth-century sense. In March 1925, the Cayuga statesman Levi General, who held the ceremonial title Deskaheh, delivered an address from a Rochester, New York, studio. As transcribed in the Haudenosaunee (Iroquois Confederacy)–produced book A Basic Call to Consciousness, he began, “Nearly everyone who is listening to me is a pale face, I suppose,” and went on to appeal to those palefaces for Iroquois sovereignty on land that, like his radio signal, straddled the Canada–U.S. border (18). He urged his listeners to write to representatives in both governments and “ask them to tell you when and how they got the right to govern people who have no part in your government and do not live in your country but live in their own” (22). General certainly grasped the democratic and transnational possibilities of the new medium as he spoke directly to the citizens of two newcomer nations and plainly described to them a Haudenosaunee sovereignty that must have seemed radical.

Around the same time, the Yakama/Cherokee singer Kiutus Tecumseh (aka Herman Roberts) used his celebrity to perform on radio stations across the country, adding political commentary on Indian policy between songs. Often the songs he performed were Indianist compositions by non-Indian composers; Tecumseh was, in historian John Troutman’s words, “‘playing Indian’ with a pointed, political message” (250). Ojibwe bass singer Chief Roaring Thunder (aka George LaMotte), meanwhile, performed on KVOO from Tulsa in the 1920s, as mentioned in the contemporary press.

So far no audio transcriptions of any of these pioneering broadcasts have turned up, though in the 1970s the publication Akwesasne Notes produced a reenactment of General’s address and sold it on reel-to-reel, cassette, and cartridge.

"Soapsuds and Will Rogers" by Flickr user Granger Meador, CC BY-NC 2.0

“Soapsuds and Will Rogers” by Flickr user Granger Meador, CC BY-NC 2.0

One Native radio voice of whom an audio archive remains is the humorist Will Rogers (Cherokee). Historians Lary May and Amy M. Ware have convincingly argued that Rogers espoused Cherokee values—which informed his communitarian politics—and sometimes advocated directly on Native issues. Part of the task of creating and preserving an Indigenous media archive is to recognize Rogers’s place in a genealogy: He united oratory like Levi General’s with the vaudeville sensibility of Kiutus Tecumseh and Chief Roaring Thunder. (Rogers could also stand in for a number of mainstream performers whose Indian heritage was not widely recognized, from Lee Wiley to Hank Williams to Jimi Hendrix.)

World War II brought about vast changes in Indian Country, including increased exposure on the air. Great numbers of Native people served in the war effort—notably, in terms of radio, the Navajo and Comanche “code talkers.” But back home, the first sustained radio program, aptly named the Indians for Indians hour, began in 1941 on WNAD in Norman, Oklahoma. Don Whistler (aka Kesh-Ke-Kosh), the first Sac and Fox chief elected under the reforms of the “Indian New Deal,” created the show as a model of participatory programming and (fortunately for later generations) recorded more than a hundred programs on acetate discs before he died in 1951. Indians for Indians, which served and drew performers from perhaps twenty tribal communities and several Indian boarding schools in Oklahoma, persisted in various forms until the 1980s. The only show available online is one from 1976.

I have listened to most of the extant shows from the first decade—which are not endangered except insofar as they have been ignored—and it is a remarkable institution that adopted Will Rogers’s humor and brio while also foreshadowing the vibrant Native radio networks of today.

Archives are more scarce from elsewhere in Indian Country, but traces endure in archives and history books: The renowned Chiricahua Apache artist Allan Houser performed on the air in New Mexico as “the Apache Kid.” In the 1930s and ’40s, students from Santa Fe Indian School and Flandreau Indian School performed on radio shows in Santa Fe and Omaha, respectively. I have not found any recordings of any of these instances, but a few audio archives suggest transcriptions yet to surface: A Tuscarora farm family can be heard singing “By the Waters of the Minnetonka” on Major Bowes and His Amateur Hour on NBC in 1935. NBC also covered an American Indian Exposition and the Flagstaff All-Indian Powwow in the ’30s, which gave Native singers and speakers a national hearing. A non-Indian couple recorded Hopi and Zuni singers on an unidentified station in 1955 and 1956 from Parks, Arizona, a tape which was dubbed by an anthropologist and deposited in the Archives of Traditional Music at Indiana University.

There must be many other fragments, and we can hope that broad efforts like the Radio Preservation Task Force—as well as archival efforts originating among Indigenous organizations like Native Public Media, Koahnic Broadcast Corporation, Native Media Resource Center, and Vision Maker Media—could turn up records of them.

Marshall McLuhan once wrote ominously of the “tribal drum of radio” leading the masses to totalitarianism. But that message, like the medium itself, could be interpreted in a much more constructive sense. When we gather together the early history of Native radio and assemble the intertribal quilt proposed above, the product seems to squarely refute the racial logic McLuhan implied. We may find instead that Indian people themselves recognized right away the importance this “drum” could and would have for maintaining vibrant language, musical, and oral traditions in the face of colonialism.

The Red Power movement is generally thought to begin with the occupation of Alcatraz Island in 1969–71. Part of that action was the Santee Dakota poet and activist John Trudell’s creation, “Radio Free Alcatraz” on KPFA in Berkeley, California. We might hear these programs (preserved in the Pacifica Network’s archives) as heralding a new era of reservation stations and media advocacy by Native people. We could also hear them as descending from efforts—still unrecognized and uncatalogued—by Native innovators over the previous half century.

Josh Garrett-Davis is a PhD candidate in history at Princeton University. His dissertation, “Resounding Voices: American Indians and Audio Technology, 1890–1969,” examines Native American use of phonograph and radio technology from the earliest ethnographic and commercial phonograph records to the founding of Indian-run labels and radio shows in the mid-twentieth century. He is the author of Ghost Dances: Proving Up on the Great Plains (Little, Brown, 2012), and a member of the collective M12, which promotes and creates art in rural places.

tape reelREWIND! . . .If you liked this post, you may also dig:

A Tribe Called Red Remixes Sonic Stereotypes— Christina Giacona

Chicana Radio Activists and the Sounds of Chicana Feminisms — Monica De La Torre

Radio de Acción: Violent Circuits, Contentious Voices: Caribbean Radio Histories— Alejandra Bronfman


Featured Image: Navajo Code Talker Memorial — Window Rock (AZ) August 2013, Flickr User Ron Cogswell.


Special thanks to Daniel Murphy for the RPTF Logo.



%d bloggers like this: