Best AI Podcast Editing Tools 2025: Descript vs Adobe Podcast vs Podcastle vs Riverside vs Cleanvoice Compared

AI podcast editing tools have transformed what once required hours of manual audio editing into a process that takes minutes. From automatic transcription and filler word removal to AI-powered audio enhancement and multi-track editing, these tools make professional podcast production accessible to everyone.

We evaluated 5 leading AI podcast editing tools across audio quality, editing capabilities, AI features, ease of use, and pricing to help podcasters choose the right platform.

Quick Comparison Table

1. Descript — Best All-in-One Podcast Production

Descript revolutionized podcast editing by letting you edit audio by editing text. Their AI transcribes your recording, and you simply delete, rearrange, or modify the transcript — the audio follows. It’s the closest thing to editing a document instead of a waveform.

Key Features

• Text-based editing: Edit audio by editing the transcript — delete words from text, audio follows
• Studio Sound: AI removes background noise and enhances voice quality
• Filler word removal: Automatically detect and remove “um”, “uh”, “you know”, etc.
• AI voice clone: Create a synthetic version of your voice for corrections
• Multi-track editing: Handle multiple speakers with individual track control

Pros & Cons

Pros: Most intuitive editing workflow, excellent transcription accuracy (96%+), filler word auto-removal saves hours, video support included.

Cons: $24-$33/month subscription, AI features can be overwhelming for beginners, export quality requires paid tier, occasional transcription errors with accents.

Try Descript →

2. Adobe Podcast — Best AI Audio Enhancement

Adobe Podcast (formerly Project Shasta) offers the most impressive AI audio enhancement technology. Their “Enhance Speech” feature can make recordings from phone calls, webcam mics, and noisy environments sound like they were recorded in a professional studio.

Key Features

• Enhance Speech: Studio-quality audio from any recording source
• AI transcription: Accurate speech-to-text with speaker identification
• Text-based editing: Basic text editing of audio content
• Mic check: AI analyzes your recording setup and suggests improvements
• Currently free: Adobe Podcast beta is free to use

Pros & Cons

Pros: Best audio enhancement in the industry, currently free, impressive noise reduction, Adobe ecosystem integration.

Cons: Still in beta (features may change), audio-only (no video), limited editing features compared to Descript, will likely become paid.

3. Podcastle — Best Affordable Full-Featured Solution

Podcastle offers the best feature-to-price ratio in AI podcast editing, providing text-based editing, AI audio enhancement, remote recording, and even AI voice cloning starting at just $11.99/month.

Key Features

• Magic Dust: AI audio enhancement removes noise and improves clarity
• Text-based editing: Edit podcasts by editing the transcript
• Remote recording: High-quality multi-track remote interviews
• Revoice: AI voice cloning for content repurposing
• Silence removal: Automatically trim dead air and long pauses

Pros & Cons

Pros: Most affordable full-featured option ($11.99/mo), generous free tier (3hr/mo), remote recording included, AI voice cloning available.

Cons: Audio enhancement not as good as Adobe Podcast, transcription accuracy slightly lower, smaller community and ecosystem, fewer integrations.

4. Riverside — Best for Remote Recording Quality

Riverside records each participant locally at full quality, then syncs everything in the cloud. This means even if internet connections drop, you get studio-quality recordings. Their AI features then help edit and enhance the recordings.

Key Features

• Local recording: Record each participant at full quality regardless of internet
• 4K video + lossless audio: Highest quality recording available online
• AI transcription: Accurate transcripts with speaker identification
• Text-based editing: Basic text-based audio editing
• Magic clips: AI identifies and extracts best moments for social media

Pros & Cons

Pros: Best remote recording quality (local recording), 4K video support, reliable even with poor internet, AI clip extraction for social media.

Cons: Less editing features than Descript, recording-focused (less post-production), no AI voice clone, per-seat pricing adds up for teams.

5. Cleanvoice — Best for Automatic Audio Cleanup

Cleanvoice focuses on one thing and does it exceptionally well: automatically cleaning up podcast audio. It removes filler words, mouth sounds, stutters, long pauses, and background noise — all automatically.

Key Features

• Filler word removal: Detect and remove “um”, “uh”, “like”, “you know” in 25+ languages
• Mouth sound removal: Eliminate clicks, lip smacks, and breathing sounds
• Stutter removal: Automatically clean up repeated words and false starts
• Dead air removal: Trim long pauses while keeping natural rhythm
• Timeline export: Export edit points to Audacity, Premiere, or DaVinci Resolve

Pros & Cons

Pros: Best automatic audio cleanup, supports 25+ languages, exports to popular editors, affordable starting price.

Cons: Cleanup only (no editing, recording, or enhancement), aggressive removal can sound unnatural, works best with clear recordings, limited free tier (30 min).

Use Case Recommendations

• Solo podcasters wanting all-in-one: Descript — best text-based editing workflow
• Budget-conscious beginners: Adobe Podcast (free) or Podcastle ($11.99/mo)
• Interview podcasts with remote guests: Riverside — best recording quality
• Quick cleanup of existing workflow: Cleanvoice — drop in audio, get clean audio out
• Professional studios on a budget: Podcastle — most features per dollar