dns
Datasets
All datasets matching “dns”DNS-Challenge
Deep Noise Suppression (DNS) Challenge - Interspeech 2020
This repository contains the datasets and scripts required for the DNS challenge. For more details about the challenge, please visit https://dns-challenge.azurewebsites.net/ and refer to our paper.
Repo details:
The datasets directory contains the clean speech and noise clips.
The NSNet-baseline directory contains the inference scripts and the ONNX model for the baseline Speech Enhancer called Noise Suppression… See the full description on the dataset page: https://huggingface.co/datasets/ltnghia/DNS-Challenge.DNS-Noise
DNS-Noise
DNS-Challenge noise_fullband and impulse_responses republished as 24 kHz mono
FLAC for on-demand streaming augmentation, plus a microphone-characteristics
split. Three splits:
noise — environmental noise (long files segmented into chunks)
rir — room impulse responses (one row per file)
mic_ir — microphone impulse responses (one row per file)
from datasets import load_dataset
noise = load_dataset("ChristianYang/DNS-Noise", split="noise", streaming=True)
rir =… See the full description on the dataset page: https://huggingface.co/datasets/humanify/DNS-Noise.dns5
DNS5 Challenge data
This is a mirror of the DNS5 Challenge data.
The original files were converted from WAV to Opus to reduce the size and accelerate streaming.
⚠️ Only the LibriVox, AudioSet, Freesound, OpenSLR26, and OpenSLR28 data is included. The VCTK, VocalSet, CREMA-D, VoxCeleb2, and DEMAND data is excluded. ⚠️
Sampling rate: 48 kHz
Channels: 1
Format: Opus
Splits:
speech_english: 245 hours, 186743 files
speech_french: 95 hours, 60454 files
speech_german: 137 hours, 119175… See the full description on the dataset page: https://huggingface.co/datasets/philgzl/dns5.dns-recordsdns5-16k
DNS5 16kHz
Resampled subset of the ICASSP 2022 DNS Challenge dataset.
All audio files resampled from 48kHz to 16kHz and stored as FLAC (lossless compression),
packed into tar shards.
Structure
clean/shard_0000.tar # Clean speech (VCTK and other corpora)
clean/shard_0001.tar
...
noise/shard_0000.tar # Environmental noise (AudioSet, Freesound)
...
impulse_responses/shard_0000.tar # Room impulse responses
...
Each tar contains FLAC files with their… See the full description on the dataset page: https://huggingface.co/datasets/richiejp/dns5-16k.DNS-Challenge
Deep Noise Suppression (DNS) Challenge - Interspeech 2020
This repository contains the datasets and scripts required for the DNS challenge. For more details about the challenge, please visit https://dns-challenge.azurewebsites.net/ and refer to our paper.
Repo details:
The datasets directory contains the clean speech and noise clips.
The NSNet-baseline directory contains the inference scripts and the ONNX model for the baseline Speech Enhancer called Noise Suppression… See the full description on the dataset page: https://huggingface.co/datasets/0x3/DNS-Challenge.