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We propose structured prompt tuning, a simple and effective method to improve prompt tuning. Instead of prepending a sequence of tunable embeddings to the input, we generate the soft prompt embeddings through a hypernetwork. Our approach…

Computation and Language · Computer Science 2022-05-26 Chi-Liang Liu , Hung-yi Lee , Wen-tau Yih

Recently, symbolic music generation with deep learning techniques has witnessed steady improvements. Most works on this topic focus on MIDI representations, but less attention has been paid to symbolic music generation using guitar…

Sound · Computer Science 2023-02-13 Pedro Sarmento , Adarsh Kumar , Yu-Hua Chen , CJ Carr , Zack Zukowski , Mathieu Barthet

Algorithms which learn environments represented by automata in the past have had complexity scaling with the number of states in the automaton, which can be exponentially large even for automata recognizing regular expressions with a small…

Formal Languages and Automata Theory · Computer Science 2024-05-13 Ali Cataltepe , Vanessa Kosoy

Multilingual language models often perform unevenly across different languages due to limited generalization capabilities for some languages. This issue is significant because of the growing interest in making universal language models that…

Computation and Language · Computer Science 2024-10-11 Gürkan Soykan , Gözde Gül Şahin

The string-matching field has grown at a such complicated stage that various issues come into play when studying it: data structure and algorithmic design, database principles, compression techniques, architectural features, cache and…

Data Structures and Algorithms · Computer Science 2008-01-16 Paolo Ferragina

The ''pretraining-and-finetuning'' paradigm has become a norm for training domain-specific models in natural language processing and computer vision. In this work, we aim to examine this paradigm for symbolic music generation through…

Sound · Computer Science 2023-11-22 Weihan Xu , Julian McAuley , Shlomo Dubnov , Hao-Wen Dong

Music is a form of expression that often requires interaction between players. If one wishes to interact in such a musical way with a computer, it is necessary for the machine to be able to interpret the input given by the human to find its…

Sound · Computer Science 2022-09-01 Filippo Carnovalini , Antonio Rodà

Multiphonics, the presence of multiple pitches within the sound, can be produced in several ways. In wind instruments, they can appear at low blowing pressure when complex fingerings are used. Such multiphonics can be modeled by the Impulse…

Sound · Computer Science 2022-01-17 Simon Linke , Rolf Bader , Robert Mores

Hand injuries from repetitive high-strain and physical overload can hamper or even end a musician's career. To help musicians develop safer playing habits, we developed a multiplecontact force-sensing array that can substitute as a guitar…

Signal Processing · Electrical Eng. & Systems 2023-04-14 Zhiyi Ren , Chun-Cheng Hsu , Can Kocabalkanli , Khanh Nguyen , Iulian I. Iordachita , Serap Bastepe-Gray , Nathan Scott

A new musical scale devised by the author, based on natural logarithms, is described. Most of the logarithmic pitches bear no correspondence to the twelve tones of the ancient tuning system attributed to Pythagoras, based on ratios of whole…

History and Overview · Mathematics 2013-12-20 Robert P. Schneider

The problem of pitch tracking has been extensively studied in the speech research community. The goal of this paper is to investigate how these techniques should be adapted to singing voice analysis, and to provide a comparative evaluation…

Sound · Computer Science 2020-01-01 Onur Babacan , Thomas Drugman , Nicolas d'Alessandro , Nathalie Henrich , Thierry Dutoit

Aims. This study suggests that the use of multiple perceived pitches arising from a single harmonic complex tone is an active and intentional feature of contemporary popular music. The phenomenon is illustrated through examples drawn from…

In a controllable text generation dataset, there exist unannotated attributes that could provide irrelevant learning signals to models that use it for training and thus degrade their performance. We propose focused prefix tuning(FPT) to…

Computation and Language · Computer Science 2023-06-13 Congda Ma , Tianyu Zhao , Makoto Shing , Kei Sawada , Manabu Okumura

An end-to-end solution for handwritten numeral string recognition is proposed, in which the numeral string is considered as composed of objects automatically detected and recognized by a YoLo-based model. The main contribution of this paper…

Computer Vision and Pattern Recognition · Computer Science 2023-04-04 Andre G. Hochuli , Alceu S. Britto , Jean P. Barddal , Luiz E. S. Oliveira , Robert Sabourin

The string tension does not have to be put in by hand, it can be dynamically generated, as in the case when we formulate string theory in the modified measure formalism, and other formulations as well. Then string tension appears, but as an…

High Energy Physics - Theory · Physics 2022-01-26 E. I. Guendelman

The data of a "2D field theory with a closed string compactification" is an equivariant chain level action of a cell decomposition of the union of all moduli spaces of punctured Riemann surfaces with each component compactified as a…

Geometric Topology · Mathematics 2007-10-24 Dennis Sullivan

The transition from fitting empirical data to achieving true human utility is fundamentally constrained by a granularity mismatch, where fine-grained autoregressive generation is often supervised by coarse or uniform signals. This position…

Computation and Language · Computer Science 2026-02-10 Zhanming Shen , Zeyu Qin , Jiaqi Hu , Wentao Ye , Hao Chen , Xiaomeng Hu , Haokai Xu , Gang Chen , Yi R. Fung , Haobo Wang

Chord diagrams are used by guitar players to show where and how to play a chord on the fretboard. They are useful to beginners learning chords or for sharing the hand positions required to play a song.However, the diagrams presented on…

Sound · Computer Science 2024-07-22 Alexandre d'Hooge , Louis Bigo , Ken Déguernel , Nicolas Martin

This is the text of my habilitation thesis defended at the \'Ecole Normale Sup\'erieure. The topological string presents an arena in which many features of string theory proper, such as the interplay between worldsheet and target space…

High Energy Physics - Theory · Physics 2014-08-07 Amir-Kian Kashani-Poor

A typical part of learning to play the piano is the progression through a series of practice units that focus on individual dimensions of the skill, such as hand coordination, correct posture, or correct timing. Ideally, a focus on a…

Human-Computer Interaction · Computer Science 2021-06-25 Alexandra Moringen , Sören Rüttgers , Luisa Zintgraf , Jason Friedman , Helge Ritter