Musical Sentiment Analysis

Songtell uses AI to analyze song lyrics, offering a searchable library of summarized themes, contexts, and cultural links. Users receive personalized track suggestions and join community discussions, aiding listeners, musicians, and researchers.

SONOTELLER.AI analyzes music files, summarizing lyrics and musical features—genre, mood, instruments, BPM, key, highlight section, language, and explicit content. Its API supports bulk metadata tagging and DDEX‑compliant enrichment for labels, publishers, and streaming services.

Emusion is a music recommendation tool developed by freshly.ai that combines AI technology with human input to provide personalized music recommendations based on users' musical preferences.

Music Muse is an AI song generator and online music studio that creates complete tracks based on user inputs like mood, genre, and tempo. It offers advanced features such as emotional melody creation, automatic mixing, mastering, and multi-genre support, with tools for refining and exporting songs i

Songmeaning uses AI to analyze and translate song lyrics into multiple languages, lets users search, collect, and explore over 160,000 entries, and offers singer‑AI and music‑generation features for musicians, translators and fans worldwide.

MusicLM is an AI tool that generates high-fidelity music text based on prompts and datasets using a hierarchical sequence-to-sequence model. It provides a dataset of 5.5k music-text pairs with rich text descriptions.

Song.do lets users generate full‑length songs from text in under a minute across 70+ genres, moods, and vocal styles. It creates melodies, instrumentals, and vocals in multiple languages, providing instant MP3 downloads and streaming.

SongAI generates complete music tracks with optional male or female vocals, outputting MP3 and MP4 files. Users set style, lyric content, mood, and instrumentation. It offers real‑time rendering status, persistent storage, and social‑media ready formats.

Musicful is an AI music generation tool that helps users create diverse compositions across genres. It features beat making, cover generation, and stem splitting for easy editing, making it suitable for both beginners and experienced producers.

Suno Prompt is an AI tool that generates song styles and lyrics in multiple languages. Users choose theme, melody, harmony, rhythm, structure, instrumentation, mood, dynamics, production and vocal arrangement or random options. Suno metatags describe genre and sonic traits for iteration.

Voxpopme collects video customer feedback through surveys and interviews, automatically transcribes, tags, and analyzes sentiment and themes in real time, delivering searchable reports or showreels. Supporting 27 countries and multiple languages, it helps teams validate messaging and align on insigh

Evoke Music is an AI-powered songwriting assistant that generates MIDI files and allows musicians to discover new chord progressions for their songs. It's free for 14 days, with a premium version available for $9.99/month.

Musick.ai generates full‑length tracks in multiple genres with customizable mood, style, instrumentation, and vocal gender. It offers a royalty‑free public library, private downloads, playlists, and additional beat/lyric tools, accessible from any device.

SongGenerator.io turns text prompts into royalty‑free music across genres, offers multilingual lyric creation, vocal isolation, custom sound effects, and export to MP3/WAV/MP4, plus lyric‑video generation for creators and producers.

Voicemod AI Text Song Generator is a browser-based tool that allows users to easily create free music online by generating songs based on text input.

Vozart is a versatile AI music and lyrics generator that transforms text prompts into royalty-free tracks, complete with AI-generated vocals and customizable layers. It also offers tools for extending clips, isolating audio stems, creating music videos, and collaborating in multiple languages.

Music Tomorrow delivers data‑driven insights on streaming algorithm effects, providing real‑time analytics of demographics, track classification, and exposure across Spotify, Meta, and YouTube. It offers metadata optimization, audience clustering, and API integration for performance tracking.

AI music generator to create original tracks from text prompts. Quick music production, supporting a variety of applications from songs with lyrics to instrumental compositions.

Describe Music.net is an AI audio analysis tool that generates detailed music descriptions, detects genre/mood/instruments, and analyzes voice/sound effects. It provides technical metadata, SEO tags, and exports reports for creators, musicians, and marketers.

Moodset logs emotions with a two‑dimensional valence‑arousal model using a single tap. It auto‑tracks music, letting users link song choices to mood patterns, add notes, view timelines, and create playlists for mood regulation. Data syncs real‑time and is encrypted locally.

Song2Art is an AI tool that quickly generates beautiful artworks inspired by favorite songs, offering song analysis to inspire designs. With customizable styles and a gallery for ideas, users can create unique art in minutes.

AI Music Generator creates original lyrics and music in 100+ languages, offering theme and style suggestions, a smart dictionary, and real‑time editing via text or voice. All output is royalty‑free with full user copyright.

AnthemScore 4 is an AI-based music transcription software that offers free trial and purchasing options including Lite, Professional, and Studio editions.

Soundverse AI generates music from text prompts, transforms vocals into instrumental versions, offers voice‑swap, private DNA model training, inpainting, auto‑loop, stem separation, text‑to‑lyrics, and a music assistant, accessible via web, mobile, and APIs.

StockTune offers a searchable catalog of royalty‑free music filtered by mood, genre, BPM, key, and duration. Users download instantly in multiple formats with no attribution required, ideal for creators, podcasts, games, and video projects.

Tad AI lets users generate original music by inputting song titles, lyrics or prompts. It suggests genre, instruments, BPM and mood, then creates verses, choruses and bridges. Users can tweak music weights and vocal options for customized tracks.

Suno AI Music Generator empowers users to effortlessly create high-quality, emotionally rich music across diverse genres in minutes. From enhancing film scores to crafting immersive atmospheres, this tool offers endless possibilities for all skill levels.

Mine My Reviews aggregates reviews from multiple platforms into one dashboard, extracting sentiment scores and key phrases. It provides real‑time keyword alerts, summarization, and exportable reports, helping small businesses and marketers quickly identify customer insights.

Canvs AI processes open‑ended text from events, social media, surveys, and internal feedback to detect sentiment and thematic shifts. It offers real‑time reaction insights, precise search, and enterprise integration, enabling rapid, data‑driven decision making across marketing, media, sports, and mo

Siftlytics automates sentiment analysis, unveiling user emotions and insights for informed decision-making. Seamlessly integrated for effortless sentiment tracking to enhance product strategies.

SongR transforms keyword input into custom lyrics, adds vocal and instrumental tracks, and produces a fully polished song in minutes. Ideal for creators, gift‑givers, and event planners seeking instant, genre‑specific music without training.

moveme.tv offers emotion‑based movie recommendations across 516 streaming services worldwide. Analyzing 680,000 titles, it matches moods to films, letting users filter by subscriptions and explore diverse classics, indies, and foreign releases via web browser.

Tracksy generates royalty‑free music from text prompts or mood selections, offering multiple genres and adjustable quality. Its AI engine produces melodies, rhythms, and beats, while the Revamp feature lets users remix personal recordings into new arrangements.

sunoaimusical.com is an AI tool that generates full, downloadable songs from text prompts, offering style and mood controls for easy, royalty-free music creation. It produces studio-quality tracks across multiple genres for use in videos, podcasts, and other content.

Makesong is a free AI song generator that creates royalty-free music across multiple genres. Users can customize lyrics and styles based on text prompts, with options for vocal and instrumental tracks, supporting commercial use for various creators.

Cyanite.ai is a music intelligence platform that uses AI technology for music tagging, similarity search, recommendation engines, and more, helping users get more out of their music with its API.

Tunee AI is a conversational music creation agent that turns text descriptions into custom, royalty-free melodies and lyrics. It enables anyone to generate music across various genres without needing production skills or music theory knowledge.

AI Music Generator allows users to compose original songs in various genres, offering customizable parameters, advanced lyrics processing, and voice control. It accommodates all skill levels and includes features like vocal removal and cover song generation.

MusicStar.AI instantly composes full tracks and lyrics in seconds. Enter a title and genre to generate music with adjustable tempo, instruments, and vocal structure. Iteratively refine until satisfied, saving time for independent artists.

Enterpret aggregates customer feedback from over 50 sources, automatically classifies it into evolving themes, and links each item to product, revenue, and customer data. AI dashboards and workflow connectors surface trends, trigger alerts, and enable contextual follow‑ups in Jira.

LyricstoSongAI.com is an AI-driven song generator that creates complete tracks with vocals, instruments, and lyrics. Users can customize genre, mood, and theme, and export high-quality audio in various formats. Features include vocal separation and lyric generation.

Musicany is an AI music generator that creates unique, royalty-free tracks from text descriptions. Users can choose between Simple Mode for fast compositions or Custom Mode for detailed control over genres and instrumentation, suitable for various projects.

MusicAI generates high‑quality cover tracks across pop, rock, hip‑hop, country, jazz, and more, using 3,000+ voice models. Features vocal isolation, text‑to‑song, AI composition, and audio enhancement for creators on Windows.

Song Demo AI generates original audio tracks from text prompts across genres such as pop, classical, electronic, jazz, and K‑pop. It supports multiple languages, delivers MP3/MP4 downloads within minutes, and works on desktop and mobile browsers.

AISongMaker.io is a royalty-free music creation tool that transforms text or lyrics into melodies across genres like rap, rock, and pop. It offers vocal removal, stem isolation, remix options, and instant song downloads for seamless sharing.

Suckdog – Being In Love Success! is a music streaming platform that lets users manage playlists, use advanced search and tags, view listening history, control playback, annotate tracks, export playlists, and enjoy an ad‑free mode.

MusicCreator.AI is an AI-powered music generator that crafts royalty-free tracks in multiple genres, featuring lyrics generation, vocal removal, and mastering tools. Its intuitive interface enables personalized playlists and professional-quality audio for creative projects.

Free AI Song Generator is a cutting-edge tool that enables users to create unique, copyright-safe songs with AI-generated melodies, lyrics, and vocals in minutes. It offers daily free credits, multiple generation modes, and high-quality audio exports for effortless music creation.

Concerty predicts the possible setlist of the next show based on previous concerts using AI. Users can also listen to the upcoming concert's playlist on Spotify.

Music AI offers AI‑driven stem separation, voice swapping, and instrumental tracks, along with lyric transcription and metadata extraction. AI mixing/mastering sharpens clarity, while the SDK supports volume control for production workflows across web, desktop, VST, iOS, and Android.