From 2d8ff4321d2fa21966c486d135a24647e9cf2452 Mon Sep 17 00:00:00 2001
From: Alessandro Ragano <44505487+alessandroragano@users.noreply.github.com>
Date: Fri, 18 Oct 2024 15:03:54 +0100
Subject: [PATCH] Update README.md, news

---
 README.md | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 9d5dfc8..e1841de 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,9 @@
 # NOMAD: Non-Matching Audio Distance
+_+++ **News:** We released SCOREQ, a new speech quality metric inspired by NOMAD and trained with MOS labels. SCOREQ can be used in no-reference, full-reference, and non-matching reference modes. [Link here](https://github.com/alessandroragano/scoreq)._
 
+_While NOMAD is useful for training quality metrics without MOS, we recommend using SCOREQ for more accurate quality predictions._
+
+## Description
 NOMAD is a perceptual audio similarity metric trained without using human quality scores e.g., MOS. 
 
 NOMAD embeddings can be used to:
@@ -7,7 +11,7 @@ NOMAD embeddings can be used to:
 * As a loss function to improve speech enhancement models
 
 ## Table of contents
-- [NOMAD: Non-Matching Audio Distance](#non-matching-audio-distance--nomad-)
+- [NOMAD: Non-Matching Audio Distance](#description)
   * [Installation](#installation)
   * [Using NOMAD similarity score](#using-nomad-similarity-score)
     + [Using NOMAD from the command line](#using-nomad-from-the-command-line)