Datasets › LibriSpeech › Papers where code ran, page 1

LibriSpeech

Papers archive 2025-07-28

papers with a benchmark row: 53 · with a code link: 39 · where Syntology ran a sample: 16 (15 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (16 of 53 with a benchmark row: 15 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not run it on this dataset or check it against this dataset's benchmarks.

Page 1 of 1: papers 1 to 16 of the 16 papers with a benchmark row here where Syntology ran at least one harvested sample (15 with a run with no instrument failure, 1 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 2,361. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
Graph Convolutions Enrich the Self-Attention in Transformers! 1 2 7 Dec 2023 official (archive's flag): 6 ran · 22 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 2 honoured, 2 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (10 pointer-only for licence)
Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models 2 2 14 Nov 2023 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (7 pointer-only for licence)
Squeezeformer: An Efficient Transformer for Automatic Speech Recognition 4 2 2 Jun 2022 official (archive's flag): 5 ran · 31 ran (of which 12 constructed an object rather than computing a result; 28 with no instrument failure: 3 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 18 unverified
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language 12 1 7 Feb 2022 community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units 11 2 14 Jun 2021 community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition 1 2 20 Oct 2020 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations 25 3 20 Jun 2020 community repositories only · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
Conformer: Convolution-augmented Transformer for Speech Recognition 25 6 16 May 2020 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 3 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
State-of-the-Art Speech Recognition Using Multi-Stream Self-Attention With Dilated 1D Convolutions 1 2 1 Oct 2019 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit 1 2 18 Sep 2019 official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition 30 4 18 Apr 2019 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified
The PyTorch-Kaldi Speech Recognition Toolkit 11 1 19 Nov 2018 official (archive's flag): 2 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (6 pointer-only for licence)
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces 16 2 25 May 2018 official (archive's flag): 6 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified
Improved training of end-to-end attention models for speech recognition 14 1 8 May 2018 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin 35 2 8 Dec 2015 community repositories only · 33 ran (of which 0 constructed an object rather than computing a result; 32 with no instrument failure: 0 honoured, 1 violated, 31 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified
QuartzNet: Deep Automatic Speech Recognition with 1D Time-Channel Separable Convolutions 15 2 community repositories only · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)