Real-Time Streaming of Multichannel Audio Data over Internet
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
On September 26, 1999, a musical performance, taking place at McGill University, was transmitted to an audience at New York University, over the Internet. While Internet streaming audio technologies have been in use for several years, what made this event unique was the audience's experience of uninterrupted, intermediate quality, multichannel audio (AC-3). In order to achieve this result, a custom system was developed employing both TCP and UDP protocols, and providing its own buffering and retransmission algorithms. The motivation for this approach is explored, and experiments justifying the decisions made are explained. = Appeared in Journal of the Audio Engineering Society,July-August, 2000. 2 1 Introduction The growth of the Internet has not only reshaped our work lives, but, in recent years, has also begun to affect and redefine various areas of entertainment, in particular, that of music. Until the last decade, the idea of downloading music to one's home, at great convenienc...
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it