speechml-toolkit

A toolkit for managing speech data in machine learning projects, covering audio preprocessing, feature extraction (MFCCs, spectrograms), and model training. Ideal for tasks like speech recognition, speaker ID, and emotion detection. Includes noise reduction and normalization tools, making it a complete solution for audio data processing

https://github.com/aakashvats11/speechml-toolkit

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

✓
CITATION.cff file
Found CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
○
DOI references
○
Academic links in README
○
Academic email domains
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (2.7%) to scientific vocabulary

Last synced: 6 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: aakashvats11
License: apache-2.0
Language: Python
Default Branch: main
Size: 25.4 KB

Statistics

Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Releases: 0

Created over 1 year ago · Last pushed over 1 year ago

Metadata Files

Readme License Citation

Owner

Login: aakashvats11
Kind: user

Repositories: 1
Profile: https://github.com/aakashvats11

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Żelasko"
  given-names: "Piotr"
  orcid: "https://orcid.org/0000-0002-8245-0413"
- family-names: "Povey"
  given-names: "Daniel"
  orcid: "https://orcid.org/0000-0002-0611-3634"
- family-names: "Trmal"
  given-names: "Jan"
- family-names: "Khudanpur"
  given-names: "Sanjeev"
license: Apache-2.0 License
title: "Lhotse: a speech data representation library for the modern deep learning ecosystem"
date-released: 2020-04-24
url: "https://github.com/lhotse-speech/lhotse"
preferred-citation:
  type: proceedings
  authors:
  - family-names: "Żelasko"
    given-names: "Piotr"
    orcid: "https://orcid.org/0000-0002-8245-0413"
  - family-names: "Povey"
    given-names: "Daniel"
    orcid: "https://orcid.org/0000-0002-0611-3634"
  - family-names: "Trmal"
    given-names: "Jan"
  - family-names: "Khudanpur"
    given-names: "Sanjeev"
  conference:
    name: "NeurIPS Data-Centric AI Workshop"
  title: "Lhotse: a speech data representation library for the modern deep learning ecosystem"
  url: "https://arxiv.org/abs/2110.12561"
  year: 2021

GitHub Events

Total

Push event: 3
Create event: 2

Last Year

Push event: 3
Create event: 2

Dependencies

pyproject.toml pypi

setup.py pypi

SoundFile >=0.10
audioread >=2.1.9
click >=7.1.1
cytoolz >=0.10.1
intervaltree >=
numpy >=1.18.1
packaging *
pyyaml >=5.3.1
tabulate >=0.8.1
torch *
tqdm *

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science