Acoustic Modelling

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

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

11 shown of 11 papers with code (49 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.

• SPEAR: Receiver-to-Receiver Acoustic Neural Warping Field
  16 Jun 2024 1 repository listed
  We present SPEAR, a continuous receiver-to-receiver acoustic neural warping field for spatial acoustic effects prediction in an acoustic 3D space with a single stationary audio source.
• SonoTraceLab - A Raytracing-Based Acoustic Modelling System for Simulating Echolocation Behavior of Bats
  11 Mar 2024 1 repository listed
  Echolocation is the prime sensing modality for many species of bats, who show the intricate ability to perform a plethora of tasks in complex and unstructured environments.
• Matcha-TTS: A fast TTS architecture with conditional flow matching
  6 Sep 2023 1 repository listed Syntology ran 2 of 2 samples · 0 unverified
  We introduce Matcha-TTS, a new encoder-decoder architecture for speedy TTS acoustic modelling, trained using optimal-transport conditional flow matching (OT-CFM).
• Common Phone: A Multilingual Dataset for Robust Acoustic Modelling
  15 Jan 2022 1 repository listed
  A Wav2Vec 2.
• Multilingual Bottleneck Features for Improving ASR Performance of Code-Switched Speech in Under-Resourced Languages
  31 Oct 2020 1 repository listed
  In this work, we explore the benefits of using multilingual bottleneck features (mBNF) in acoustic modelling for the automatic speech recognition of code-switched (CS) speech in African languages.
• Acoustic Model Adaptation from Raw Waveforms with SincNet
  30 Sep 2019 1 repository listed
  Raw waveform acoustic modelling has recently gained interest due to neural networks' ability to learn feature extraction, and the potential for finding better representations for a given scenario than hand-crafted…
• GIBBONFINDR: An R package for the detection and classification of acoustic signals
  6 Jun 2019 1 repository listed
  The recent improvements in recording technology, data storage and battery life have led to an increased interest in the use of passive acoustic monitoring for a variety of research questions.
• WGANSing
  1 Mar 2019 1 repository listed
  We present a deep neural network based singing voice synthesizer, inspired by the Deep Convolutions Generative Adversarial Networks (DCGAN) architecture and optimized using the Wasserstein-GAN algorithm.
• Evaluation Phonemic Transcription of Low-Resource Tonal Languages for Language Documentation
  1 May 2018 1 repository listed
• Phonemic Transcription of Low-Resource Tonal Languages
  1 Dec 2017 1 repository listed
• End-to-End Attention-based Large Vocabulary Speech Recognition
  18 Aug 2015 1 repository listed
  Many of the current state-of-the-art Large Vocabulary Continuous Speech Recognition Systems (LVCSR) are hybrids of neural networks and Hidden Markov Models (HMMs).

Syntology lines on 1 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.