title: Relationship of the cricothyroid space with vocal range in female singers

authors: Pullon, Beverley Maree

subjects: cricothyroid space

abstract: It is well documented that the cricothyroid (CT) space opens and closes with changes in pitch, narrowing with rising pitch and widening with falling pitch. Indeed, cricothyroid approximation surgery, a procedure where the CT space is deliberately made smaller, is used in male to female transgender subjects to successfully elevate vocal pitch. 

The present study focuses on investigating the relationship between the anterior CT space at rest and vocal range in female singers. Laryngeal dimensions (anterior CT space and heights of the thyroid and cricoid cartilages) were measured using ultrasound in 43 healthy, classically trained, female singers. Potential associations with and between age, ethnicity, anthropometric indices (height, weight, body mass index), neck dimensions (circumference and length), vocal data (practice and performance vocal range, lowest and highest practice and performance notes) along with usual speaking fundamental frequency were also explored. 

The main finding was that mezzo-sopranos have a significantly wider resting CT space than sopranos (11.6 mm versus 10.4 mm; P=0.007). Mezzo-sopranos also had significantly lower ‘lowest and highest’ performance notes and speaking fundamental frequencies than sopranos. Furthermore, there was a weak but significant negative correlation between the magnitude of the anterior CT space and the lowest performance note (r=-0.448; P=0.003) but there was no significant correlation with either the highest performance note or vocal range. 

These results suggest there is a relationship between the CT space and the lowest note a female can sing. This was evident in the correlation of a small CT space with a higher ‘lowest performance note’. It appears that the CT space influences how low female singers can sing, but not how high they can sing.

text: Relationship of the cricothyroid space with vocal range in female singers It is well documented that the cricothyroid (CT) space opens and closes with changes in pitch, narrowing with rising pitch and widening with falling pitch. Indeed, cricothyroid approximation surgery, a procedure where the CT space is deliberately made smaller, is used in male to female transgender subjects to successfully elevate vocal pitch. 

The present study focuses on investigating the relationship between the anterior CT space at rest and vocal range in female singers. Laryngeal dimensions (anterior CT space and heights of the thyroid and cricoid cartilages) were measured using ultrasound in 43 healthy, classically trained, female singers. Potential associations with and between age, ethnicity, anthropometric indices (height, weight, body mass index), neck dimensions (circumference and length), vocal data (practice and performance vocal range, lowest and highest practice and performance notes) along with usual speaking fundamental frequency were also explored. 

The main finding was that mezzo-sopranos have a significantly wider resting CT space than sopranos (11.6 mm versus 10.4 mm; P=0.007). Mezzo-sopranos also had significantly lower ‘lowest and highest’ performance notes and speaking fundamental frequencies than sopranos. Furthermore, there was a weak but significant negative correlation between the magnitude of the anterior CT space and the lowest performance note (r=-0.448; P=0.003) but there was no significant correlation with either the highest performance note or vocal range. 

These results suggest there is a relationship between the CT space and the lowest note a female can sing. This was evident in the correlation of a small CT space with a higher ‘lowest performance note’. It appears that the CT space influences how low female singers can sing, but not how high they can sing.

year: 2014

title: Barlow Twins for semi-supervised learning in NIR spectroscopy

authors: Wohlers, Mark W.

subjects: Barlow Twins

abstract: Near-infrared (NIR) spectroscopy is a widely used technology in the horticulture industry for non-destructive fruit grading. Partial Least Squares (PLS) regression is the dominant method for producing fruit quality predictions from measured spectra. Alternative deep learning methods have shown promise, but often require large amounts of labelled data to train. This study proposes a semi-supervised method based on Barlow Twins to include unlabelled data in the training process. We adopt the Barlow Twins method by using repeated measurements on the same fruit from different devices as different “views” to encode into the same latent space and combine the encoder network with a regression head for prediction. Our approach demonstrates improved performance over PLS with up to 17% lower RMSE, especially when the labelled data is limited. The Barlow loss function also improves calibration transfer results.

text: Barlow Twins for semi-supervised learning in NIR spectroscopy Near-infrared (NIR) spectroscopy is a widely used technology in the horticulture industry for non-destructive fruit grading. Partial Least Squares (PLS) regression is the dominant method for producing fruit quality predictions from measured spectra. Alternative deep learning methods have shown promise, but often require large amounts of labelled data to train. This study proposes a semi-supervised method based on Barlow Twins to include unlabelled data in the training process. We adopt the Barlow Twins method by using repeated measurements on the same fruit from different devices as different “views” to encode into the same latent space and combine the encoder network with a regression head for prediction. Our approach demonstrates improved performance over PLS with up to 17% lower RMSE, especially when the labelled data is limited. The Barlow loss function also improves calibration transfer results.

year: 2026-02-15

title: Unorthodox assistance: Novalis, Māori, scientism, and an uncertain approach to 'Whakapapa'

authors: Mika, Carl Te Hira

abstract: The reductionism of Western science is well noted among several Maori academics, who describe in various ways its methodical tendency to dissemble an organism and isolate its parts. The reductionist nature of the method of science then informs the practice, so that the manifestations of science - its latest innovations, evidenced in biotechnology, cloning, stem cell therapy and so on - become an overriding concern for these academics. Rightly, the effects of those innovations on Maori spiritual and phYSical realms are addressed, to the extent that they may constitute extensive submissions to governmental bodies. How effective these submissions are is open to considerable speculation, particularly when it is acknowledged by many of these same writers that those ministerial and judicial bodies are incapable of understanding the dilemmas posed by the effects of reductionist scientific practice on the Maori world. The Maori world, in the main, is left to wait until it is confronted with yet another scientific advancement or technology, and the rush to counter its modus operandi begins again.

text: Unorthodox assistance: Novalis, Māori, scientism, and an uncertain approach to 'Whakapapa' The reductionism of Western science is well noted among several Maori academics, who describe in various ways its methodical tendency to dissemble an organism and isolate its parts. The reductionist nature of the method of science then informs the practice, so that the manifestations of science - its latest innovations, evidenced in biotechnology, cloning, stem cell therapy and so on - become an overriding concern for these academics. Rightly, the effects of those innovations on Maori spiritual and phYSical realms are addressed, to the extent that they may constitute extensive submissions to governmental bodies. How effective these submissions are is open to considerable speculation, particularly when it is acknowledged by many of these same writers that those ministerial and judicial bodies are incapable of understanding the dilemmas posed by the effects of reductionist scientific practice on the Maori world. The Maori world, in the main, is left to wait until it is confronted with yet another scientific advancement or technology, and the rush to counter its modus operandi begins again.

year: 2011