TANGO: FREE Text-to-Audio Generation Using Latent Diffusion Model (LDM)
In this video, we will discuss TANGO, a revolutionary project that involves the Latent Diffusion Model (LDM) to convert text into audio, known as Text-to-Audio (TTA) generation. TANGO can produce realistic audio outputs such as human sounds, animal sounds, natural and artificial sounds, and sound effects from written text. TANGO uses the Flan-T5, a text encoder specifically fine-tuned for instruction, to process input text data. The model also involves training a UNet-based diffusion model for audio generation. Despite training the LDM on a smaller dataset compared to other state-of-the-art models, TANGO performs comparably across both objective and subjective metrics.
In this video, we will discuss the technicalities of the project, including the LDM and UNet-based diffusion model, how TANGO converts text into audio, and its ability to produce realistic audio outputs. We will also look at how TANGO compares with other state-of-the-art models and how it makes its model, training, inference code, and pre-trained checkpoints available for use by the research community. If you enjoyed this video, please give it a like and consider subscribing to our channel for more exciting content like this. Don’t forget to share it with your friends and colleagues who might be interested in TANGO and its potential applications.
[Links Used]:
☕ Buy Me Coffee or Donate to Support the Channel: - Thank you so much guys! Love yall
Repo:
Demo:
Research Paper:
Website:
Git Download:
Python Download:
Visual Studio Code Download:
[Links Used]:
0:00 - Introduction
1:34 - What is TANGO?
2:56 - Flowchart
4:28 - Examples/Demo
6:00 - AudioLDM vs TANGO
8:55 - Limitations
10:25 - Local Installation
13:00 - Experiment Results
14:20 - Huggingface Demo
Additional Tags and Keywords:
TANGO, Latent Diffusion Model, LDM, Text-to-Audio, TTA, Flan-T5, UNet-based Diffusion Model, Audio Generation, Realistic Audio Outputs, State-of-the-art Models, Research Community, Artificial Intelligence, Machine Learning, Deep Learning.
Hashtags:
#TANGO #LatentDiffusionModel #LDM #TextToAudio #TTA #FlanT5 #UNetBasedDiffusionModel #AudioGeneration #RealisticAudioOutputs #StateOfTheArtModels #ResearchCommunity #ArtificialIntelligence #MachineLearning #DeepLearning
1 view
701
239
3 years ago 00:00:47 11
Operation: Tango - Free DLC trailer
3 years ago 00:28:20 8
Free online Tango Lesson!!! Michael Nadtochiy
6 years ago 00:03:32 35
Calavera Acid Tango en la Catedral con Tango Freestyle
12 years ago 00:01:25 33
Argentine Tango Free Style, tango salon (Daikin Champions’ Ball 2012)
4 years ago 00:23:47 20
LEADER’s TECHNIQUE - ARGENTINE TANGO - FREE ONLINE LESSON with Michael ’El Gato’ Nadtochi
6 years ago 00:05:14 138
TANGO FREESTYLE
6 years ago 00:03:35 65
Tango Freestyle y Calavera Acid Tango en “Nocturno Calavera en San Telmo“
2 years ago 00:04:22 3
Tango Live FREE Coins - 999999 Coins for FREE iOS/Android (2023)
6 months ago 01:01:54 1
Tango Music Mix | 1 Hour Tango Compilation | Royalty Free Background Music
3 years ago 00:28:14 4
Online FREE Tango Lesson “AGUJA, LAPIS and other adornos“ #freetango #tango #lesson #Nadtochi
2 years ago 00:03:45 329
Shakira - Objection (Tango)
9 months ago 00:02:28 1
Tango 300: crosses and the free leg
3 years ago 00:04:06 24
Tango Con*Fusión -“Esucalo“ - Burning Tango Festival 2019
6 years ago 00:15:40 92
TANGO FREESTYLE - Festival y Mundial de Tango 2018
3 years ago 00:05:41 31
TANGO NUEVO - Argentine Tango - EUGENIA PARRILLA and YANINCK WYLER
3 years ago 00:16:19 10
Free online tango Lesson “Introducción al Abrazo y Conexión para bailar Tango - Part 1“
8 years ago 00:09:56 10
Erik Truffaz Quartet - Istanbul tango // Live 2016 // A38 Free
11 years ago 00:01:42 12.5K
Emu Tango (Emu vs. Weasel Ball)
6 years ago 00:03:49 95
Yera Moreno & Léonilde Torrini / Freestyle Tango
12 years ago 00:02:45 34
“free leg / la pierna libre“ tango workshop: boleos, piernazos, ganchos | michelle + joachim
9 months ago 00:03:46 1
"Free Leg" Boleos Patada Gancho | michelle + joachim tango
1 year ago 00:55:23 1
Tango Technique At Home: Free Leg Weight Training
1 year ago 00:03:10 3
[FREE] SKEPTA X A$AP ROCKY TYPE BEAT | TANGO
10 years ago 00:03:44 16
Evgeniy Sukhoi - Tango Carmen (Bizet) Royalty Free Music on AudioJungle