Resynthesis

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

18 shown of 18 papers with code (51 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Differentiable Time-Frequency Scattering on GPU
  18 Apr 2022 3 repositories listed
  Joint time-frequency scattering (JTFS) is a convolutional operator in the time-frequency domain which extracts spectrotemporal modulations at various rates and scales.
• Detecting the Unexpected via Image Resynthesis
  16 Apr 2019 3 repositories listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  In this paper, we tackle the more realistic scenario where unexpected objects of unknown classes can appear at test time.
• Speech Resynthesis from Discrete Disentangled Self-Supervised Representations
  1 Apr 2021 2 repositories listed Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
  We propose using self-supervised discrete representations for the task of speech resynthesis.
• Generative Spoken Language Modeling from Raw Audio
  1 Feb 2021 2 repositories listed
  We introduce Generative Spoken Language Modeling, the task of learning the acoustic and linguistic characteristics of a language from raw audio (no text, no labels), and a set of metrics to automatically evaluate the…
• Spoken Language Modeling with Duration-Penalized Self-Supervised Units
  29 May 2025 1 repository listed
  We investigate SLM performance as we vary codebook size and unit coarseness using the simple duration-penalized dynamic programming (DPDP) method.
• AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder
  9 Jan 2025 1 repository listed
  This article introduces AnCoGen, a novel method that leverages a masked autoencoder to unify the analysis, control, and generation of speech signals within a single model.
• EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models
  21 Dec 2023 1 repository listed
  We introduce EmphAssess, a prosodic benchmark designed to evaluate the capability of speech-to-speech models to encode and reproduce prosodic emphasis.
• Weakly-supervised Contrastive Learning for Unsupervised Object Discovery
  7 Jul 2023 1 repository listed
  Unsupervised object discovery (UOD) refers to the task of discriminating the whole region of objects from the background within a scene without relying on labeled datasets, which benefits the task of bounding-box-level…
• Speaker-Independent Acoustic-to-Articulatory Speech Inversion
  14 Feb 2023 1 repository listed
  To build speech processing methods that can handle speech as naturally as humans, researchers have explored multiple ways of building an invertible mapping from speech to an interpretable space.
• Analysing Discrete Self Supervised Speech Representation for Spoken Language Modeling
  2 Jan 2023 1 repository listed
  Following the findings of such an analysis, we propose practical improvements to the discrete unit for the GSLM.
• A Perceptual Measure for Evaluating the Resynthesis of Automatic Music Transcriptions
  24 Feb 2022 1 repository listed
  This study focuses on the perception of music performances when contextual factors, such as room acoustics and instrument, change.
• textless-lib: a Library for Textless Spoken Language Processing
  15 Feb 2022 1 repository listed Syntology ran 5 of 7 samples · 2 unverified
  Textless spoken language processing research aims to extend the applicability of standard NLP toolset onto spoken language and languages with few or no textual resources.
• Dynamical Variational Autoencoders: A Comprehensive Review
  28 Aug 2020 1 repository listed
  Recently, a series of papers have presented different extensions of the VAE to process sequential data, which model not only the latent space but also the temporal dependencies within a sequence of data vectors and…
• Spectral Processing of COVID-19 Time-Series Data
  13 Aug 2020 1 repository listed
  The presence of oscillations in aggregated COVID-19 data not only raises questions about the data's accuracy, it hinders understanding of the pandemic.
• Parametric Resynthesis with neural vocoders
  16 Jun 2019 1 repository listed
  We propose to utilize the high quality speech generation capability of neural vocoders for noise suppression.
• On Adversarial Mixup Resynthesis
  7 Mar 2019 1 repository listed Syntology ran 0 of 7 samples · 7 unverified
  In this paper, we explore new approaches to combining information encoded within the learned representations of auto-encoders.
• Coordinate-based Texture Inpainting for Pose-Guided Image Generation
  28 Nov 2018 1 repository listed
  Since the input photograph always observes only a part of the surface, we suggest a new inpainting method that completes the texture of the human body.
• Unifying Probabilistic Models for Time-Frequency Analysis
  6 Nov 2018 1 repository listed
  In audio signal processing, probabilistic time-frequency models have many benefits over their non-probabilistic counterparts.

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.